## April 2017

- Apr 24 Accelerated Nearest Neighbor Search with Quick ADC
- Apr 24 Consistency of community detection in multi-layer networks using spectral and matrix factorization methods
- Apr 24 A Saddle Point Approach to Structured Low-rank Matrix Learning in Large-scale Applications
- Apr 24 Detecting and Recognizing Human-Object Interactions
- Apr 24 A Trie-Structured Bayesian Model for Unsupervised Morphological Segmentation
- Apr 24 Accurate Optical Flow via Direct Cost Volume Processing
- Apr 24 Elite Bases Regression: A Real-time Algorithm for Symbolic Regression
- Apr 24 A Real-time Hand Gesture Recognition and Human-Computer Interaction System
- Apr 24 Measuring the Accuracy of Object Detectors and Trackers
- Apr 24 Joint Modeling of Text and Acoustic-Prosodic Cues for Neural Parsing
- Apr 24 Fast PET reconstruction using Multi-scale Fully Convolutional Neural Networks
- Apr 24 Supervised Adversarial Networks for Image Saliency Detection
- Apr 24 Automatic Liver Lesion Segmentation Using A Deep Convolutional Neural Network Method
- Apr 24 Learning from Comparisons and Choices
- Apr 24 Entropic Trace Estimates for Log Determinants
- Apr 24 Turing at SemEval-2017 Task 8: Sequential Approach to Rumour Stance Classification with Branch-LSTM
- Apr 24 What is the Essence of a Claim? Cross-Domain Claim Identification
- Apr 24 Reinforcement Learning Based Dynamic Selection of Auxiliary Objectives with Preserving of the Best Found Solution
- Apr 24 Stochastic Constraint Programming as Reinforcement Learning
- Apr 24 Monocular Visual Odometry with a Rolling Shutter Camera
- Apr 24 Body Joint guided 3D Deep Convolutional Descriptors for Action Recognition
- Apr 24 Watset: Automatic Induction of Synsets from a Graph of Synonyms
- Apr 24 Semi-supervised Multitask Learning for Sequence Labeling
- Apr 24 A Neural Network model with Bidirectional Whitening
- Apr 24 Found in Translation: Reconstructing Phylogenetic Language Trees from Translations
- Apr 24 Dense 3D Facial Reconstruction from a Single Depth Image in Unconstrained Environment
- Apr 24 An Aposteriorical Clusterability Criterion for $k$-Means and Simplicity of Clustering
- Apr 24 Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search
- Apr 24 Learning Symmetric Collaborative Dialogue Agents with Dynamic Knowledge Graph Embeddings
- Apr 24 An Analysis of Action Recognition Datasets for Language and Vision Tasks
- Apr 24 Being Negative but Constructively: Lessons Learnt from Creating Better Visual Question Answering Datasets
- Apr 24 Robust Incremental Neural Semantic Graph Parsing
- Apr 24 Unified Framework for Automated Person Re-identification and Camera Network Topology Inference in Camera Networks
- Apr 24 Target Oriented High Resolution SAR Image Formation via Semantic Information Guided Regularizations
- Apr 24 Exploiting Multi-layer Graph Factorization for Multi-attributed Graph Matching
- Apr 24 Analysis of Vanilla Rolling Horizon Evolution Parameters in General Video Game Playing
- Apr 24 Selective Encoding for Abstractive Sentence Summarization
- Apr 24 Camera Pose Filtering with Local Regression Geodesicsc on the Riemannian Manifold of Dual Quaternions
- Apr 24 Evaluating and Modelling Hanabi-Playing Agents
- Apr 24 Diffusion geometry unravels the emergence of functional clusters in collective phenomena
- Apr 24 A Dual Sparse Decomposition Method for Image Denoising
- Apr 24 Non-Convex Weighted Schatten p-Norm Minimization based ADMM Framework for Image Restoration
- Apr 24 k-FFNN: A priori knowledge infused Feed-forward Neural Networks
- Apr 24 Using Global Constraints and Reranking to Improve Cognates Detection
- Apr 24 Probabilistic Vehicle Trajectory Prediction over Occupancy Grid Map via Recurrent Neural Network
- Apr 24 Fast and Accurate Neural Word Segmentation for Chinese
- Apr 24 Image Compressive Sensing Recovery Using Group Sparse Coding via Non-convex Weighted Lp Minimization
- Apr 24 Model-based Iterative Restoration for Binary Document Image Compression with Dictionary Learning
- Apr 24 Data-adaptive statistics for multiple hypothesis testing in high-dimensional settings
- Apr 23 Learning to Create and Reuse Words in Open-Vocabulary Neural Language Modeling
- Apr 23 Overlapping Variable Clustering with Statistical Guarantees
- Apr 23 Skeleton Key: Image Captioning by Skeleton-Attribute Decomposition
- Apr 23 Differentiable Scheduled Sampling for Credit Assignment
- Apr 23 Proxy Templates for Inverse Compositional Photometric Bundle Adjustment
- Apr 23 Translating Neuralese
- Apr 23 Naturalizing a Programming Language via Interactive Learning
- Apr 23 General Video Game AI: Learning from Screen Capture
- Apr 23 Population Seeding Techniques for Rolling Horizon Evolution in General Video Game Playing
- Apr 23 A* CCG Parsing with a Supertag and Dependency Factored Model
- Apr 23 Second-order Temporal Pooling for Action Recognition
- Apr 23 Neural Machine Translation via Binary Code Prediction
- Apr 23 Learning weakly supervised multimodal phoneme embeddings
- Apr 23 Residual Attention Network for Image Classification
- Apr 23 Time-Contrastive Networks: Self-Supervised Learning from Multi-View Observation
- Apr 23 A General Theory for Training Learning Machine
- Apr 23 Misspecified Linear Bandits
- Apr 23 Deep Keyphrase Generation
- Apr 23 Learning to Skim Text
- Apr 23 Argument Mining with Structured SVMs and RNNs
- Apr 22 A Review on Deep Learning Techniques Applied to Semantic Segmentation
- Apr 22 Deep Multitask Learning for Semantic Dependency Parsing
- Apr 22 Affect-LM: A Neural Language Model for Customizable Affective Text Generation
- Apr 22 Testing from One Sample: Is the casino really using a riffle shuffle?
- Apr 22 A hybrid primal heuristic for Robust Multiperiod Network Design
- Apr 22 On the Two-View Geometry of Unsynchronized Cameras
- Apr 22 Medical Text Classification using Convolutional Neural Networks
- Apr 22 Sarcasm SIGN: Interpreting Sarcasm with Sentiment Based Monolingual Machine Translation
- Apr 22 Deep Learning for Medical Image Processing: Overview, Challenges and Future
- Apr 22 Deep Learning based Isolated Arabic Scene Character Recognition
- Apr 22 Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks
- Apr 22 Lexical Features in Coreference Resolution: To be Used With Caution
- Apr 22 Risk Minimization Framework for Multiple Instance Learning from Positive and Unlabeled Bags
- Apr 22 Deep Learning for Content-Based, Cross-Modal Retrieval of Videos and Music
- Apr 22 Convolutional Neural Networks for Facial Expression Recognition
- Apr 22 ScaleNet: Guiding Object Proposal Generation in Supermarkets and Beyond
- Apr 22 Robust, Deep and Inductive Anomaly Detection
- Apr 22 Asynchronous Distributed Variational Gaussian Processes
- Apr 22 Batch-Expansion Training: An Efficient Optimization Paradigm for Machine Learning
- Apr 22 On Face Segmentation, Face Swapping, and Face Perception
- Apr 21 A dynamic resource allocation decision model for IT security
- Apr 21 SREFI: Synthesis of Realistic Example Face Images
- Apr 21 Improving Semantic Composition with Offset Inference
- Apr 21 Scatteract: Automated extraction of data from scatter plots
- Apr 21 A hybrid exact-ACO algorithm for the joint scheduling, power and cluster assignment in cooperative wireless networks
- Apr 21 Multi-Objective Deep Q-Learning with Subsumption Architecture
- Apr 21 Feature selection algorithm based on Catastrophe model to improve the performance of regression analysis
- Apr 21 Feed-forward approximations to dynamic recurrent network architectures
- Apr 21 Learned D-AMP: A Principled CNN-based Compressive Image Recovery Algorithm
- Apr 21 A hybrid spatial data mining approach based on fuzzy topological relations and MOSES evolutionary algorithm
- Apr 21 Scientific Article Summarization Using Citation-Context and Article's Discourse Structure
- Apr 21 Accurately and Efficiently Interpreting Human-Robot Instructions of Varying Granularities
- Apr 21 Making Neural Programming Architectures Generalize via Recursion
- Apr 21 Context-based Object Viewpoint Estimation: A 2D Relational Approach
- Apr 21 A Semantic QA-Based Approach for Text Summarization Evaluation
- Apr 21 Firing Cell: An Artificial Neuron with a Simulation of Long-Term-Potentiation-Related Memory
- Apr 21 Panorama to panorama matching for location recognition
- Apr 21 Governing Governance: A Formal Framework for Analysing Institutional Design and Enactment Governance
- Apr 21 Attention Strategies for Multi-Source Sequence-to-Sequence Learning
- Apr 21 PQTable: Non-exhaustive Fast Search for Product-quantized Codes using Hash Tables
- Apr 21 A 3D fully convolutional neural network and a random walker to segment the esophagus in CT
- Apr 21 Time Series Prediction for Graphs in Kernel and Dissimilarity Spaces
- Apr 21 Bandit Structured Prediction for Neural Sequence-to-Sequence Learning
- Apr 21 Attend to You: Personalized Image Captioning with Context Sequence Memory Networks
- Apr 21 A Domain Based Approach to Social Relation Recognition
- Apr 21 Robust and Fast Decoding of High-Capacity Color QR Codes for Mobile Applications
- Apr 21 Equivalence Between Policy Gradients and Soft Q-Learning
- Apr 21 Track Everything: Limiting Prior Knowledge in Online Multi-Object Recognition
- Apr 21 Solar Power Plant Detection on Multi-Spectral Satellite Imagery using Convolutional Neural Networks with Feedback Model and m-PCNN Fusion
- Apr 21 Neural System Combination for Machine Translation
- Apr 21 Multiple Reflection Symmetry Detection via Linear-Directional Kernel Density Estimation
- Apr 21 Hierarchical 3D fully convolutional networks for multi-organ segmentation
- Apr 21 Improving Context Aware Language Models
- Apr 21 A data set for evaluating the performance of multi-class multi-object video tracking
- Apr 21 Robust Multi-view Pedestrian Tracking Using Neural Networks
- Apr 21 NormFace: $L_2$ Hypersphere Embedding for Face Verification
- Apr 21 NormFace: $L_2$ Hypersphere Embedding for Face Verification
- Apr 20 Hard Mixtures of Experts for Large Scale Weakly Supervised Vision
- Apr 20 SwellShark: A Generative Model for Biomedical Named Entity Recognition without Labeled Data
- Apr 20 Stability and Fluctuations in a Simple Model of Phonetic Category Change
- Apr 20 Identifying First-person Camera Wearers in Third-person Videos
- Apr 20 Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization
- Apr 20 Good Features to Correlate for Visual Tracking
- Apr 20 Efficient Gender Classification Using a Deep LDA-Pruned Net
- Apr 20 A Reinforcement Learning Approach to Weaning of Mechanical Ventilation in Intensive Care Units
- Apr 20 Robust Wirtinger Flow for Phase Retrieval with Arbitrary Corruption
- Apr 20 Multi-view Supervision for Single-view Reconstruction via Differentiable Ray Consistency
- Apr 20 Towards Large-Pose Face Frontalization in the Wild
- Apr 20 Towards Large-Pose Face Frontalization in the Wild
- Apr 20 Temporal Action Detection with Structured Segment Networks
- Apr 20 Reinforcement Learning with External Knowledge and Two-Stage Q-functions for Predicting Popular Reddit Threads
- Apr 20 On Singleton Arc Consistency for Natural CSPs Defined by Forbidden Patterns
- Apr 20 On Singleton Arc Consistency for Natural CSPs Defined by Forbidden Patterns
- Apr 20 Dynamic Graph Convolutional Networks
- Apr 20 Improved Neural Relation Detection for Knowledge Base Question Answering
- Apr 20 Intrusion Prevention and Detection in Grid Computing - The ALICE Case
- Apr 20 Softmax GAN
- Apr 20 Training object class detectors with click supervision
- Apr 20 Exploring epoch-dependent stochastic residual networks
- Apr 20 Segmentation of the Proximal Femur from MR Images using Deep Convolutional Neural Networks
- Apr 20 Learning to Acquire Information
- Apr 20 BB_twtr at SemEval-2017 Task 4: Twitter Sentiment Analysis with CNNs and LSTMs
- Apr 20 Using Mise-En-Scène Visual Features based on MPEG-7 and Deep Learning for Movie Recommendation
- Apr 20 Neural End-to-End Learning for Computational Argumentation Mining
- Apr 20 Neural End-to-End Learning for Computational Argumentation Mining
- Apr 20 The Dependent Doors Problem: An Investigation into Sequential Decisions without Feedback
- Apr 20 Knowledge Fusion via Embeddings from Text, Knowledge Graphs, and Images
- Apr 20 End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network
- Apr 20 Every Untrue Label is Untrue in its Own Way: Controlling Error Type with the Log Bilinear Loss
- Apr 20 Multi-view Probability Linear Discrimination Analysis for Multi-view Vector Based Text Dependent Speaker Verification
- Apr 20 Multi-view Probability Linear Discrimination Analysis for Multi-view Vector Based Text Dependent Speaker Verification
- Apr 20 Understanding the Mechanisms of Deep Transfer Learning for Medical Images
- Apr 20 End-to-end representation learning for Correlation Filter based tracking
- Apr 20 Predicting Cognitive Decline with Deep Learning of Brain Metabolism and Amyloid Imaging
- Apr 20 Performance Limits of Stochastic Sub-Gradient Learning, Part II: Multi-Agent Case
- Apr 20 Enhancing Person Re-identification in a Self-trained Subspace
- Apr 20 A Fuzzy Brute Force Matching Method for Binary Image Features
- Apr 20 Genetic Algorithm Based Floor Planning System
- Apr 20 Adversarial Neural Machine Translation
- Apr 20 BranchConnect: Large-Scale Visual Recognition with Learned Branch Connections
- Apr 20 BranchConnect: Large-Scale Visual Recognition with Learned Branch Connections
- Apr 20 Fast Generation for Convolutional Autoregressive Models
- Apr 20 Retrospective Higher-Order Markov Processes for User Trails
- Apr 20 Cross-domain Semantic Parsing via Paraphrasing
- Apr 20 Call Attention to Rumors: Deep Attention Based Recurrent Neural Networks for Early Rumor Detection
- Apr 20 SemEval-2017 Task 8: RumourEval: Determining rumour veracity and support for rumours
- Apr 20 Monte Carlo Tree Search with Sampled Information Relaxation Dual Bounds
- Apr 20 SAFS: A Deep Feature Selection Approach for Precision Medicine
- Apr 19 SLAM with Objects using a Nonparametric Pose Graph
- Apr 19 Global Relation Embedding for Relation Extraction
- Apr 19 Unassisted Quantitative Evaluation Of Despeckling Filters
- Apr 19 Semi-supervised classification for dynamic Android malware detection
- Apr 19 HPatches: A benchmark and evaluation of handcrafted and learned local descriptors
- Apr 19 An Interpretable Knowledge Transfer Model for Knowledge Base Completion
- Apr 19 End-to-End Multi-View Networks for Text Classification
- Apr 19 Generative Face Completion
- Apr 19 SkiMap: An Efficient Mapping Framework for Robot Navigation
- Apr 19 Learning to Generate Long-term Future via Hierarchical Prediction
- Apr 19 Deterministic Quantum Annealing Expectation-Maximization Algorithm
- Apr 19 Noise-Tolerant Interactive Learning from Pairwise Comparisons with Near-Minimal Label Complexity
- Apr 19 Learn to Model Motion from Blurry Footages
- Apr 19 Network Dissection: Quantifying Interpretability of Deep Visual Representations
- Apr 19 Importance Sampled Stochastic Optimization for Variational Inference
- Apr 19 Redefining Context Windows for Word Embedding Models: An Experimental Study
- Apr 19 Accurate Single Stage Detector Using Recurrent Rolling Convolution
- Apr 19 Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection
- Apr 19 Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection
- Apr 19 Derivation of the Asymptotic Eigenvalue Distribution for Causal 2D-AR Models under Upscaling
- Apr 19 A location-aware embedding technique for accurate landmark recognition
- Apr 19 Understanding Task Design Trade-offs in Crowdsourced Paraphrase Collection
- Apr 19 Adversarial Multi-task Learning for Text Classification
- Apr 19 Learning Video Object Segmentation with Visual Memory
- Apr 19 The True Destination of EGO is Multi-local Optimization
- Apr 19 Universal Adversarial Perturbations Against Semantic Image Segmentation
- Apr 19 A Deep Learning Framework using Passive WiFi Sensing for Respiration Monitoring
- Apr 19 Automatic Segmentation of the Left Ventricle in Cardiac CT Angiography Using Convolutional Neural Network
- Apr 19 Unsupervised Creation of Parameterized Avatars
- Apr 19 A multi-method simulation of a high-frequency bus line using AnyLogic
- Apr 19 Design of low-cost, compact and weather-proof whole sky imagers for high-dynamic-range captures
- Apr 19 Unsupervised object segmentation in video by efficient selection of highly probable positive features
- Apr 19 CNN based music emotion classification
- Apr 19 Effects of the optimisation of the margin distribution on generalisation in deep architectures
- Apr 19 Skeleton based action recognition using translation-scale invariant image mapping and multi-scale deep cnn
- Apr 19 Skeleton Boxes: Solving skeleton based action detection with a single deep convolutional neural network
- Apr 19 ConvNet-Based Localization of Anatomical Structures in 3D Medical Images
- Apr 19 FSITM: A Feature Similarity Index For Tone-Mapped Images
- Apr 19 Dependency resolution and semantic mining using Tree Adjoining Grammars for Tamil Language
- Apr 19 Stochastic Gradient Twin Support Vector Machine for Large Scale Problems
- Apr 19 OCRAPOSE II: An OCR-based indoor positioning system using mobile phone images
- Apr 19 Learning to Fly by Crashing
- Apr 19 A Large Self-Annotated Corpus for Sarcasm
- Apr 19 A Large Self-Annotated Corpus for Sarcasm
- Apr 19 Answering Complex Questions Using Open Information Extraction
- Apr 19 Predicting Role Relevance with Minimal Domain Expertise in a Financial Domain
- Apr 19 Using Contexts and Constraints for Improved Geotagging of Human Trafficking Webpages
- Apr 19 Simultaneous Policy Learning and Latent State Inference for Imitating Driver Behavior
- Apr 19 Post-Capture Lighting Manipulation using Flash Photography
- Apr 18 Discovering Evolutionary Stepping Stones through Behavior Domination
- Apr 18 Extractive Summarization: Limits, Compression, Generalized Model and Heuristics
- Apr 18 Annotating Object Instances with a Polygon-RNN
- Apr 18 Beating Atari with Natural Language Guided Reinforcement Learning
- Apr 18 Learning to Reason: End-to-End Module Networks for Visual Question Answering
- Apr 18 Computer Vision for Autonomous Vehicles: Problems, Datasets and State-of-the-Art
- Apr 18 25 Tweets to Know You: A New Model to Predict Personality with Social Media
- Apr 18 Investigating Recurrence and Eligibility Traces in Deep Q-Networks
- Apr 18 Generalized Ideals and Co-Granular Rough Sets
- Apr 18 Approximations from Anywhere and General Rough Sets
- Apr 18 A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference
- Apr 18 Diagonal RNNs in Symbolic Music Modeling
- Apr 18 Diagonal RNNs in Symbolic Music Modeling
- Apr 18 Light Field Blind Motion Deblurring
- Apr 18 An Empirical Analysis of NMT-Derived Interlingual Embeddings and their Use in Parallel Sentence Identification
- Apr 18 Ranking to Learn: Feature Ranking and Selection via Eigenvector Centrality
- Apr 18 A Study of Deep Learning Robustness Against Computation Failures
- Apr 18 Mining Worse and Better Opinions. Unsupervised and Agnostic Aggregation of Online Reviews
- Apr 18 Interactive Outlining of Pancreatic Cancer Liver Metastases in Ultrasound Images
- Apr 18 Representing Sentences as Low-Rank Subspaces
- Apr 18 Understanding Negations in Information Processing: Learning from Replicating Human Behavior
- Apr 18 Baselines and test data for cross-lingual inference
- Apr 18 Anomaly detection and motif discovery in symbolic representations of time series
- Apr 18 On the choice of the low-dimensional domain for global optimization via random embeddings
- Apr 18 Unsupervised Learning by Predicting Noise
- Apr 18 Semantic Similarity from Natural Language and Ontology Analysis
- Apr 18 Large-Scale Online Semantic Indexing of Biomedical Articles via an Ensemble of Multi-Label Classification Models
- Apr 18 A Comment on "Analysis of Video Image Sequences Using Point and Line Correspondences"
- Apr 18 Criticality as It Could Be: organizational invariance as self-organized criticality in embodied agents
- Apr 18 Hot or not? Forecasting cellular network hot spots using sector performance indicators
- Apr 18 Image Fusion With Cosparse Analysis Operator
- Apr 18 Robust Optical Flow Estimation in Rainy Scenes
- Apr 18 Fast 2-D Complex Gabor Filter with Kernel Decomposition
- Apr 18 Sentiment analysis based on rhetorical structure theory: Learning deep neural networks from discourse trees
- Apr 18 Know Your Master: Driver Profiling-based Anti-theft Method
- Apr 18 Maximum Likelihood Estimation based on Random Subspace EDA: Application to Extrasolar Planet Detection
- Apr 18 HPSLPred: An Ensemble Multi-label Classifier for Human Protein Subcellular Location Prediction with Imbalanced Source
- Apr 18 Stein Variational Adaptive Importance Sampling
- Apr 18 Learning Piece-wise Linear Models from Large Scale Data for Ad Click Prediction
- Apr 18 Accelerated Distributed Dual Averaging over Evolving Networks of Growing Connectivity
- Apr 18 Deep Self-Taught Learning for Weakly Supervised Object Localization
- Apr 18 SearchQA: A New Q&A Dataset Augmented with Context from a Search Engine
- Apr 18 LibOPT: An Open-Source Platform for Fast Prototyping Soft Optimization Techniques
- Apr 18 Video Object Segmentation using Supervoxel-Based Gerrymandering
- Apr 18 Automatic Disambiguation of French Discourse Connectives
- Apr 18 Stein Variational Autoencoder
- Apr 17 O$^2$TD: (Near)-Optimal Off-Policy TD Learning
- Apr 17 O$^2$TD: (Near)-Optimal Off-Policy TD Learning
- Apr 17 The Emergence of Canalization and Evolvability in an Open-Ended, Interactive Evolutionary System
- Apr 17 The Causality/Repair Connection in Databases: Causality-Programs
- Apr 17 Does Neural Machine Translation Benefit from Larger Context?
- Apr 17 Learning Linear Feature Space Transformations in Symbolic Regression
- Apr 17 Learning Affine Feature Space Transformations in Symbolic Regression
- Apr 17 A hybrid CPU-GPU parallelization scheme of variable neighborhood search for inventory optimization problems
- Apr 17 A Gabor Filter Texture Analysis Approach for Histopathological Brain Tumor Subtype Discrimination
- Apr 17 Does robustness imply tractability? A lower bound for planted clique in the semi-random model
- Apr 17 Exploring Sparsity in Recurrent Neural Networks
- Apr 17 Statistical inference for high dimensional regression via Constrained Lasso
- Apr 17 FEUP at SemEval-2017 Task 5: Predicting Sentiment Polarity and Intensity with Financial Word Embeddings
- Apr 17 Fast multi-output relevance vector regression
- Apr 17 A Nuclear-norm Model for Multi-Frame Super-Resolution Reconstruction from Video Clips
- Apr 17 Sparse Communication for Distributed Gradient Descent
- Apr 17 End-to-end 3D face reconstruction with deep neural networks
- Apr 17 Morpheo: Traceable Machine Learning on Hidden data
- Apr 17 Interval Arithmetic and Interval-Aware Operators for Genetic Programming
- Apr 17 Multimodal Prediction and Personalization of Photo Edits with Deep Generative Models
- Apr 17 Probabilistic programs for inferring the goals of autonomous agents
- Apr 17 Probabilistic programs for inferring the goals of autonomous agents
- Apr 17 Larger is Better: The Effect of Learning Rates Enjoyed by Stochastic Optimization with Progressive Variance Reduction
- Apr 17 Bayesian Hybrid Matrix Factorisation for Data Integration
- Apr 17 Adversarial and Clean Data Are Not Twins
- Apr 17 Introspection: Accelerating Neural Network Training By Learning Weight Evolution
- Apr 17 AMTnet: Action-Micro-Tube regression by end-to-end trainable deep architecture
- Apr 17 Deep Relaxation: partial differential equations for optimizing deep neural networks
- Apr 17 Deep Joint Entity Disambiguation with Local Neural Attention
- Apr 17 Pseudorehearsal in actor-critic agents
- Apr 17 Multi-View Image Generation from a Single-View
- Apr 17 A Sport Tournament Scheduling by Genetic Algorithm with Swapping Method
- Apr 17 An improved ellipsoid fitting algorithm using iterative random projections
- Apr 17 Effective Warm Start for the Online Actor-Critic Reinforcement Learning based mHealth Intervention
- Apr 17 Gang of GANs: Generative Adversarial Networks with Maximum Margin Ranking
- Apr 17 MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
- Apr 17 Learning Character-level Compositionality with Visual Features
- Apr 17 A Neural Architecture for Generating Natural Language Descriptions from Source Code Changes
- Apr 17 Self-Adaptive Differential Evolution for Bio-Inspired Neuromorphic Collision Avoidance
- Apr 17 Mixture modeling on related samples by $ψ$-stick breaking and kernel perturbation
- Apr 16 Boosting with Structural Sparsity: A Differential Inclusion Approach
- Apr 16 CT Image Reconstruction in a Low Dimensional Manifold
- Apr 16 Synergy of all-purpose static solver and temporal reasoning tools in dynamic integrated expert systems
- Apr 16 k-Means is a Variational EM Approximation of Gaussian Mixture Models
- Apr 16 A Novel Experimental Platform for In-Vessel Multi-Chemical Molecular Communications
- Apr 16 Replicator Equation: Applications Revisited
- Apr 16 Random Walk Sampling for Big Data over Networks
- Apr 16 Harvesting Multiple Views for Marker-less 3D Human Pose Annotations
- Apr 16 A Security Monitoring Framework For Virtualization Based HEP Infrastructures
- Apr 16 A Hybrid ACO Algorithm for the Next Release Problem
- Apr 16 Approximating the Backbone in the Weighted Maximum Satisfiability Problem
- Apr 16 In-Datacenter Performance Analysis of a Tensor Processing Unit
- Apr 16 AnchorNet: A Weakly Supervised Network to Learn Geometry-sensitive Features For Semantic Matching
- Apr 16 Towards String-to-Tree Neural Machine Translation
- Apr 16 Towards String-to-Tree Neural Machine Translation
- Apr 16 Google's Cloud Vision API Is Not Robust To Noise
- Apr 16 FML-based Prediction Agent and Its Application to Game of Go
- Apr 16 Deep Learning Based Regression and Multi-class Models for Acute Oral Toxicity Prediction
- Apr 16 Learn-Memorize-Recall-Reduce A Robotic Cloud Computing Paradigm
- Apr 16 Learn-Memorize-Recall-Reduce A Robotic Cloud Computing Paradigm
- Apr 16 Trigger for the SoLid Reactor Antineutrino Experiment
- Apr 15 Video Fill In the Blank using LR/RL LSTMs with Spatial-Temporal Attentions
- Apr 15 Machine Learning and the Future of Realism
- Apr 15 RACE: Large-scale ReAding Comprehension Dataset From Examinations
- Apr 15 Graph Convolutional Encoders for Syntax-aware Neural Machine Translation
- Apr 15 Graph Convolutional Encoders for Syntax-aware Neural Machine Translation
- Apr 15 Temporal Action Localization by Structured Maximal Sums
- Apr 15 Online Spatial Concept and Lexical Acquisition with Simultaneous Localization and Mapping
- Apr 15 On Improving the Capacity of Solving Large-scale Wireless Network Design Problems by Genetic Algorithms
- Apr 15 The Reactor: A Sample-Efficient Actor-Critic Architecture
- Apr 15 Big Universe, Big Data: Machine Learning and Image Analysis for Astronomy
- Apr 15 A fast ILP-based Heuristic for the robust design of Body Wireless Sensor Networks
- Apr 15 Metropolis Sampling
- Apr 15 Integrating Scene Text and Visual Appearance for Fine-Grained Image Classification with Convolutional Neural Networks
- Apr 15 A learning-based approach for automatic image and video colorization
- Apr 15 MUSE: Modularizing Unsupervised Sense Embeddings
- Apr 15 Deep Learning for Photoacoustic Tomography from Sparse Data
- Apr 15 Asynchronous Parallel Empirical Variance Guided Algorithms for the Thresholding Bandit Problem
- Apr 15 Neural Paraphrase Identification of Questions with Noisy Pretraining
- Apr 14 Distributional model on a diet: One-shot word learning from text only
- Apr 14 On the Gap Between Strict-Saddles and True Convexity: An Omega(log d) Lower Bound for Eigenvector Approximation
- Apr 14 Cross-lingual Abstract Meaning Representation Parsing
- Apr 14 Neural Extractive Summarization with Side Information
- Apr 14 Hierarchic Kernel Recursive Least-Squares
- Apr 14 Translation of Patent Sentences with a Large Vocabulary of Technical Terms Using Neural Machine Translation
- Apr 14 Neural Machine Translation Model with a Large Vocabulary Selected by Branching Entropy
- Apr 14 ShapeWorld - A new test methodology for multimodal language understanding
- Apr 14 Interpretable 3D Human Action Analysis with Temporal Convolutional Networks
- Apr 14 Recovery of damped exponentials using structured low rank matrix completion
- Apr 14 Improving Object Detection With One Line of Code
- Apr 14 TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering
- Apr 14 Deep Structured Learning for Facial Action Unit Intensity Estimation
- Apr 14 Graphical Models: An Extension to Random Graphs, Trees, and Other Objects
- Apr 14 Lean From Thy Neighbor: Stochastic & Adversarial Bandits in a Network
- Apr 14 On Generalized Bellman Equations and Temporal-Difference Learning
- Apr 14 Liquid Splash Modeling with Neural Networks
- Apr 14 Cardinal Virtues: Extracting Relation Cardinalities from Text
- Apr 14 Bringing Structure into Summaries: Crowdsourcing a Benchmark Corpus of Concept Maps
- Apr 14 Optimizing Differentiable Relaxations of Coreference Evaluation Metrics
- Apr 14 How Robust Are Character-Based Word Embeddings in Tagging and MT Against Wrod Scramlbing or Randdm Nouse?
- Apr 14 Incremental learning of high-level concepts by imitation
- Apr 14 DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents
- Apr 14 Ultrafast photonic reinforcement learning based on laser chaos
- Apr 14 Non-parametric Estimation of Stochastic Differential Equations with Sparse Gaussian Processes
- Apr 14 Get To The Point: Summarization with Pointer-Generator Networks
- Apr 14 Runtime Analysis of the $(1+(λ,λ))$ Genetic Algorithm on Random Satisfiable 3-CNF Formulas
- Apr 14 Camera Calibration by Global Constraints on the Motion of Silhouettes
- Apr 14 Exploiting Cross-Sentence Context for Neural Machine Translation
- Apr 14 Environment-Independent Task Specifications via GLTL
- Apr 14 An entity-driven recursive neural network model for chinese discourse coherence modeling
- Apr 14 Cross-media Similarity Metric Learning with Unified Deep Networks
- Apr 14 Deep API Programmer: Learning to Program with APIs
- Apr 14 Dataset Augmentation for Pose and Lighting Invariant Face Recognition
- Apr 14 CBinfer: Change-Based Inference for Convolutional Neural Networks on Video Data
- Apr 13 FastVentricle: Cardiac Segmentation with ENet
- Apr 13 Stochastic Gradient Descent as Approximate Bayesian Inference
- Apr 13 Projection Free Rank-Drop Steps
- Apr 13 Applying High-Resolution Visible Imagery to Satellite Melt Pond Fraction Retrieval: A Neural Network Approach
- Apr 13 Identity and Granularity of Events in Text
- Apr 13 Visual Recognition of Paper Analytical Device Images for Detection of Falsified Pharmaceuticals
- Apr 13 Hide-and-Seek: Forcing a Network to be Meticulous for Weakly-supervised Object and Action Localization
- Apr 13 Spatial Memory for Context Reasoning in Object Detection
- Apr 13 Learning Latent Representations for Speech Generation and Transformation
- Apr 13 Evolution and Analysis of Embodied Spiking Neural Networks Reveals Task-Specific Clusters of Effective Networks
- Apr 13 Room for improvement in automatic image description: an error analysis
- Apr 13 Video Acceleration Magnification
- Apr 13 Reward-based stochastic self-configuration of neural circuits
- Apr 13 Spectrum Approximation Beyond Fast Matrix Multiplication: Algorithms and Hardness
- Apr 13 Learning Joint Multilingual Sentence Representations with Neural Machine Translation
- Apr 13 A Procedural Texture Generation Framework Based on Semantic Descriptions
- Apr 13 Fashion Conversation Data on Instagram
- Apr 13 Explaining the Unexplained: A CLass-Enhanced Attentive Response (CLEAR) Approach to Understanding Deep Neural Networks
- Apr 13 Neural Face Editing with Intrinsic Image Disentangling
- Apr 13 Single Image Super-Resolution based on Wiener Filter in Similarity Domain
- Apr 13 A Search for Improved Performance in Regular Expressions
- Apr 13 DeepAR: Probabilistic Forecasting with Autoregressive Recurrent Networks
- Apr 13 Cross-lingual and cross-domain discourse segmentation of entire documents
- Apr 13 Recognizing Activities of Daily Living from Egocentric Images
- Apr 13 Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis
- Apr 13 Learning to Estimate Pose by Watching Videos
- Apr 13 Solving ill-posed inverse problems using iterative deep neural networks
- Apr 13 DCFNet: Discriminant Correlation Filters Network for Visual Tracking
- Apr 13 Land Cover Classification via Multi-temporal Spatial Data by Recurrent Neural Networks
- Apr 13 Saliency-guided Adaptive Seeding for Supervoxel Segmentation
- Apr 13 Adaptive Neighboring Selection Algorithm Based on Curvature Prediction in Manifold Learning
- Apr 13 3D Deep Learning for Biological Function Prediction from Physical Fields
- Apr 13 Zero-order Reverse Filtering
- Apr 13 Infinite Sparse Structured Factor Analysis
- Apr 13 Close Yet Distinctive Domain Adaptation
- Apr 13 Interspecies Knowledge Transfer for Facial Keypoint Detection
- Apr 13 ZigZag: A new approach to adaptive online learning
- Apr 13 A Neural Model for User Geolocation and Lexical Dialectology
- Apr 13 Dempster-Shafer Belief Function - A New Interpretation
- Apr 13 ApproxDBN: Approximate Computing for Discriminative Deep Belief Networks
- Apr 13 ApproxDBN: Approximate Computing for Discriminative Deep Belief Networks
- Apr 13 Fully Distributed and Asynchronized Stochastic Gradient Descent for Networked Systems
- Apr 13 Mobile Keyboard Input Decoding with Finite-State Transducers
- Apr 13 2D-3D Pose Consistency-based Conditional Random Fields for 3D Human Pose Estimation
- Apr 13 Virtual Adversarial Training: a Regularization Method for Supervised and Semi-supervised Learning
- Apr 13 On the effect of Batch Normalization and Weight Normalization in Generative Adversarial Networks
- Apr 13 Convergence analysis of the information matrix in Gaussian belief propagation
- Apr 13 Collaborative Low-Rank Subspace Clustering
- Apr 13 Tractable Clustering of Data on the Curve Manifold
- Apr 13 Efficient Sparse Subspace Clustering by Nearest Neighbour Filtering
- Apr 13 Incremental Skip-gram Model with Negative Sampling
- Apr 13 Incremental Skip-gram Model with Negative Sampling
- Apr 13 Virtual to Real Reinforcement Learning for Autonomous Driving
- Apr 12 Asymmetric Feature Maps with Application to Sketch Based Retrieval
- Apr 12 Discriminative Bimodal Networks for Visual Localization and Detection with Natural Language Queries
- Apr 12 Discriminative Bimodal Networks for Visual Localization and Detection with Natural Language Queries
- Apr 12 Beyond Uniform Priors in Bayesian Network Structure Learning
- Apr 12 Value Directed Exploration in Multi-Armed Bandits with Structured Priors
- Apr 12 Provable Self-Representation Based Outlier Detection in a Union of Subspaces
- Apr 12 Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution
- Apr 12 Higher-order clustering in networks
- Apr 12 Deep Reinforcement Learning-based Image Captioning with Embedding Reward
- Apr 12 What's in a Question: Using Visual Questions as a Form of Supervision
- Apr 12 Optimal Threshold Design for Quanta Image Sensor
- Apr 12 Robustly Learning a Gaussian: Getting Optimal Error, Efficiently
- Apr 12 Semantic3D.net: A new Large-scale Point Cloud Classification Benchmark
- Apr 12 Determining Song Similarity via Machine Learning Techniques and Tagging Information
- Apr 12 Connecting Look and Feel: Associating the visual and tactile properties of physical materials
- Apr 12 MAGAN: Margin Adaptation for Generative Adversarial Networks
- Apr 12 MAGAN: Margin Adaptation for Generative Adversarial Networks
- Apr 12 A Neural Parametric Singing Synthesizer
- Apr 12 Attention-Set based Metric Learning for Video Face Recognition
- Apr 12 Parallelized Kendall's Tau Coefficient Computation via SIMD Vectorized Sorting On Many-Integrated-Core Processors
- Apr 12 Unsupervised part learning for visual recognition
- Apr 12 A Proof of Orthogonal Double Machine Learning with $Z$-Estimators
- Apr 12 A Proof of Orthogonal Double Machine Learning with $Z$-Estimators
- Apr 12 Enabling Embedded Inference Engine with ARM Compute Library: A Case Study
- Apr 12 Enabling Embedded Inference Engine with ARM Compute Library: A Case Study
- Apr 12 Enabling Embedded Inference Engine with ARM Compute Library
- Apr 12 Deep-FExt: Deep Feature Extraction for Vessel Segmentation and Centerline Prediction
- Apr 12 Learning from Demonstrations for Real World Reinforcement Learning
- Apr 12 Unsupervised Construction of Human Body Models Using Principles of Organic Computing
- Apr 12 Beliefs in Markov Trees - From Local Computations to Local Valuation
- Apr 12 Deep Extreme Multi-label Learning
- Apr 12 Investigation on the use of Hidden-Markov Models in automatic transcription of music
- Apr 12 Object proposal generation applying the distance dependent Chinese restaurant process
- Apr 12 Trainable Referring Expression Generation using Overspecification Preferences
- Apr 12 Dilated Convolutional Neural Networks for Cardiovascular MR Segmentation in Congenital Heart Disease
- Apr 12 Stigmergy-based modeling to discover urban activity patterns from positioning data
- Apr 12 Approximating Optimization Problems using EAs on Scale-Free Networks
- Apr 12 Feature Tracking Cardiac Magnetic Resonance via Deep Learning and Spline Optimization
- Apr 12 Preferential Bayesian Optimization
- Apr 12 Joint Semi-supervised RSS Dimensionality Reduction and Fingerprint Based Algorithm for Indoor Localization
- Apr 12 Energy Propagation in Deep Convolutional Neural Networks
- Apr 12 Real-time On-Demand Crowd-powered Entity Extraction
- Apr 12 Sampling-based speech parameter generation using moment-matching networks
- Apr 12 Representation Stability as a Regularizer for Improved Text Analytics Transfer Learning
- Apr 12 Predictive-Corrective Networks for Action Detection
- Apr 12 Finding Modes by Probabilistic Hypergraphs Shifting
- Apr 12 Automatic Discovery, Association Estimation and Learning of Semantic Attributes for a Thousand Categories
- Apr 12 Instance-Level Salient Object Segmentation
- Apr 12 Deep Contextual Recurrent Residual Networks for Scene Labeling
- Apr 12 Reformulating Level Sets as Deep Recurrent Neural Network Approach to Semantic Segmentation
- Apr 12 Pólya Urn Latent Dirichlet Allocation: a sparse massively parallel sampler
- Apr 12 CASP Solutions for Planning in Hybrid Domains
- Apr 11 Beyond Planar Symmetry: Modeling human perception of reflection and rotation symmetries in the wild
- Apr 11 Active classification with comparison queries
- Apr 11 ConceptNet at SemEval-2017 Task 2: Extending Word Embeddings with Multilingual Relational Knowledge
- Apr 11 Cutting the Error by Half: Investigation of Very Deep CNN and Advanced Training Strategies for Document Image Classification
- Apr 11 Attention-based Extraction of Structured Information from Street View Imagery
- Apr 11 Leveraging Term Banks for Answering Complex Questions: A Case for Sparse Vectors
- Apr 11 Learning Detection with Diverse Proposals
- Apr 11 Feature Selection Parallel Technique for Remotely Sensed Imagery Classification
- Apr 11 Toward a new approach for massive LiDAR data processing
- Apr 11 Improving Fitness Functions in Genetic Programming for Classification on Unbalanced Credit Card Datasets
- Apr 11 Unsupervised Event Abstraction using Pattern Abstraction and Local Process Models
- Apr 11 UC Merced Submission to the ActivityNet Challenge 2016
- Apr 11 Creativity: Generating Diverse Questions using Variational Autoencoders
- Apr 11 CNN-SLAM: Real-time dense monocular SLAM with learned depth prediction
- Apr 11 Learning Proximal Operators: Using Denoising Networks for Regularizing Inverse Imaging Problems
- Apr 11 A Neural Representation of Sketch Drawings
- Apr 11 What do Neural Machine Translation Models Learn about Morphology?
- Apr 11 Learning Two-Branch Neural Networks for Image-Text Matching Tasks
- Apr 11 The Space of Transferable Adversarial Examples
- Apr 11 Solving the L1 regularized least square problem via a box-constrained smooth minimization
- Apr 11 Forecasting Human Dynamics from Static Images
- Apr 11 Efficient Large Scale Clustering based on data partitioning
- Apr 11 A-Fast-RCNN: Hard Positive Generation via Adversary for Object Detection
- Apr 11 What we really want to find by Sentiment Analysis: The Relationship between Computational Models and Psychological State
- Apr 11 ENWalk: Learning Network Features for Spam Detection in Twitter
- Apr 11 Next Generation Business Intelligence and Analytics: A Survey
- Apr 11 Source-Sensitive Belief Change
- Apr 11 Personalized Survival Predictions for Cardiac Transplantation via Trees of Predictors
- Apr 11 Deep Learning for Multi-Task Medical Image Segmentation in Multiple Modalities
- Apr 11 Reconstruction of~3-D Rigid Smooth Curves Moving Free when Two Traceable Points Only are Available
- Apr 11 Quality Aware Network for Set to Set Recognition
- Apr 11 Sublinear Time Low-Rank Approximation of Positive Semidefinite Matrices
- Apr 11 Counterexample Guided Inductive Optimization
- Apr 11 Optimized Data Pre-Processing for Discrimination Prevention
- Apr 11 Beliefs and Probability in Bacchus' l.p. Logic: A~3-Valued Logic Solution to Apparent Counter-intuition
- Apr 11 The MATLAB Toolbox SciXMiner: User's Manual and Programmer's Guide
- Apr 11 Interpretable Explanations of Black Boxes by Meaningful Perturbation
- Apr 11 Automatic segmentation of MR brain images with a convolutional neural network
- Apr 11 Online Video Deblurring via Dynamic Temporal Blending Network
- Apr 11 Ensemble classifier approach in breast cancer detection and malignancy grading- A review
- Apr 11 Unfolding and Shrinking Neural Machine Translation Ensembles
- Apr 11 Scavenger 0.1: A Theorem Prover Based on Conflict Resolution
- Apr 11 Simultaneous Stereo Video Deblurring and Scene Flow Estimation
- Apr 11 Learning Deep CNN Denoiser Prior for Image Restoration
- Apr 11 Automatic Keyword Extraction for Text Summarization: A Survey
- Apr 11 Reconstruction of three-dimensional porous media using generative adversarial neural networks
- Apr 11 Persian Wordnet Construction using Supervised Learning
- Apr 11 Pyramidal Gradient Matching for Optical Flow Estimation
- Apr 11 On Feature Reduction using Deep Learning for Trend Prediction in Finance
- Apr 11 Simplified Stochastic Feedforward Neural Networks
- Apr 11 Mining Object Parts from CNNs via Active Question-Answering
- Apr 11 Later-stage Minimum Bayes-Risk Decoding for Neural Machine Translation
- Apr 11 struc2vec: Learning Node Representations from Structural Identity
- Apr 11 Show, Ask, Attend, and Answer: A Strong Baseline For Visual Question Answering
- Apr 11 Show, Ask, Attend, and Answer: A Strong Baseline For Visual Question Answering
- Apr 11 EAST: An Efficient and Accurate Scene Text Detector
- Apr 11 Deep Multimodal Representation Learning from Temporal Data
- Apr 11 Parametric Gaussian Process Regression for Big Data
- Apr 11 Federated Tensor Factorization for Computational Phenotyping
- Apr 11 Restoration of Atmospheric Turbulence-distorted Images via RPCA and Quasiconformal Maps
- Apr 11 Improving Pairwise Ranking for Multi-label Image Classification
- Apr 11 DOPE: Distributed Optimization for Pairwise Energies
- Apr 11 Detecting Visual Relationships with Deep Relational Networks
- Apr 11 Detecting Visual Relationships with Deep Relational Networks
- Apr 11 Minkowski Operations of Sets with Application to Robot Localization
- Apr 10 Composite Task-Completion Dialogue System via Hierarchical Deep Reinforcement Learning
- Apr 10 WRPN: Training and Inference using Wide Reduced-Precision Networks
- Apr 10 Data-efficient Deep Reinforcement Learning for Dexterous Manipulation
- Apr 10 A semidiscrete version of the Petitot model as a plausible model for anthropomorphic image reconstruction and pattern recognition
- Apr 10 Action Unit Detection with Region Adaptation, Multi-labeling Learning and Optimal Temporal Fusing
- Apr 10 CERN: Confidence-Energy Recurrent Network for Group Activity Recognition
- Apr 10 DRAW: Deep networks for Recognizing styles of Artists Who illustrate children's books
- Apr 10 Matching Media Contents with User Profiles by means of the Dempster-Shafer Theory
- Apr 10 Semantically Consistent Regularization for Zero-Shot Recognition
- Apr 10 Learning from Multi-View Structural Data via Structural Factorization Machines
- Apr 10 A probabilistic data-driven model for planar pushing
- Apr 10 Automatic semantic role labeling on non-revised syntactic trees of journalistic texts
- Apr 10 Automatic Classification of the Complexity of Nonfiction Texts in Portuguese for Early School Years
- Apr 10 Stochastic Neural Networks for Hierarchical Reinforcement Learning
- Apr 10 Automated Curriculum Learning for Neural Networks
- Apr 10 Weakly-Supervised Spatial Context Networks
- Apr 10 Loss Max-Pooling for Semantic Image Segmentation
- Apr 10 Using convolutional networks and satellite imagery to identify patterns in urban environments at a large scale
- Apr 10 Exploring Word Embeddings for Unsupervised Textual User-Generated Content Normalization
- Apr 10 On the Fine-Grained Complexity of Empirical Risk Minimization: Kernel Methods and Neural Networks
- Apr 10 Surface Normals in the Wild
- Apr 10 Fast Learning and Prediction for Object Detection using Whitened CNN Features
- Apr 10 Fast Learning and Prediction for Object Detection using Whitened CNN Features
- Apr 10 Pay Attention to Those Sets! Learning Quantification from Images
- Apr 10 Reinterpreting Importance-Weighted Autoencoders
- Apr 10 Multi-Agent Diverse Generative Adversarial Networks
- Apr 10 Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs
- Apr 10 Continuously heterogeneous hyper-objects in cryo-EM and 3-D movies of many temporal dimensions
- Apr 10 ActionVLAD: Learning spatio-temporal aggregation for action classification
- Apr 10 Field of Groves: An Energy-Efficient Random Forest
- Apr 10 Can AIs learn to avoid human interruption?
- Apr 10 SemEval 2017 Task 10: ScienceIE - Extracting Keyphrases and Relations from Scientific Publications
- Apr 10 Deep Neural Network Based Precursor microRNA Prediction on Eleven Species
- Apr 10 Unsupervised prototype learning in an associative-memory network
- Apr 10 Multi-Kernel LS-SVM Based Bio-Clinical Data Integration: Applications to Ovarian Cancer
- Apr 10 Voice Conversion Using Sequence-to-Sequence Learning of Context Posterior Probabilities
- Apr 10 Integral Transforms from Finite Data: An Application of Gaussian Process Regression to Fourier Analysis
- Apr 10 Learning Human Motion Models for Long-term Predictions
- Apr 10 Character-Word LSTM Language Models
- Apr 10 R-Clustering for Egocentric Video Segmentation
- Apr 10 Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian Processes
- Apr 10 A Comparative Study for Predicting Heart Diseases Using Data Mining Classification Methods
- Apr 10 Bayesian Recurrent Neural Networks
- Apr 10 Bayesian Recurrent Neural Networks
- Apr 10 Fine-graind Image Classification via Combining Vision and Language
- Apr 10 Parsimonious Random Vector Functional Link Network for Data Streams
- Apr 10 Entity Linking for Queries by Searching Wikipedia Sentences
- Apr 10 Deep Affordance-grounded Sensorimotor Object Recognition
- Apr 10 Tracking the Trackers: An Analysis of the State of the Art in Multiple Object Tracking
- Apr 10 Group Importance Sampling for particle filtering and MCMC
- Apr 10 Integrating Additional Knowledge Into Estimation of Graphical Models
- Apr 10 Detail-revealing Deep Video Super-resolution
- Apr 10 DeepPermNet: Visual Permutation Learning
- Apr 10 Distributed Learning for Cooperative Inference
- Apr 10 Formal approaches to a definition of agents
- Apr 10 Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation
- Apr 10 Improving Implicit Semantic Role Labeling by Predicting Semantic Frame Arguments
- Apr 10 Distribution-free Evolvability of Vector Spaces: All it takes is a Generating Set
- Apr 10 Automatic Liver Lesion Detection using Cascaded Deep Residual Networks
- Apr 10 Fully Convolutional Deep Neural Networks for Persistent Multi-Frame Multi-Object Detection in Wide Area Aerial Videos
- Apr 10 Word Embeddings via Tensor Factorization
- Apr 10 Learning Important Features Through Propagating Activation Differences
- Apr 10 Pyramid Vector Quantization for Deep Learning
- Apr 9 Quaternion Based Camera Pose Estimation From Matched Feature Points
- Apr 9 Quaternion Based Camera Pose Estimation From Matched Feature Points
- Apr 9 Supervised Infinite Feature Selection
- Apr 9 Distributed Statistical Estimation and Rates of Convergence in Normal Approximation
- Apr 9 Dimensionality Reduction as a Defense against Evasion Attacks on Machine Learning Classifiers
- Apr 9 Dimensionality Reduction as a Defense against Evasion Attacks on Machine Learning Classifiers
- Apr 9 Mixed Graphical Models for Causal Analysis of Multi-modal Variables
- Apr 9 BigHand2.2M Benchmark: Hand Pose Dataset and State of the Art Analysis
- Apr 9 Automatic Image Filtering on Social Networks Using Deep Learning and Perceptual Hashing During Crises
- Apr 9 MLC Toolbox: A MATLAB/OCTAVE Library for Multi-Label Classification
- Apr 9 Modeling Temporal Dynamics and Spatial Configurations of Actions Using Two-Stream Recurrent Neural Networks
- Apr 9 Modeling Temporal Dynamics and Spatial Configurations of Actions Using Two-Stream Recurrent Neural Networks
- Apr 9 Strictly Proper Kernel Scoring Rules and Divergences with an Application to Kernel Two-Sample Hypothesis Testing
- Apr 9 An Outlyingness Matrix for Multivariate Functional Data Classification
- Apr 9 Motion Saliency Based Automatic Delineation of Glottis Contour in High-speed Digital Images
- Apr 9 Prosody: The Rhythms and Melodies of Speech
- Apr 8 Noisy Tensor Completion for Tensors with a Sparse Canonical Polyadic Factor
- Apr 8 Deep Reinforcement Learning framework for Autonomous Driving
- Apr 8 Deep Generative Adversarial Compression Artifact Removal
- Apr 8 An Empirical Evaluation of Visual Question Answering for Novel Objects
- Apr 8 DualGAN: Unsupervised Dual Learning for Image-to-Image Translation
- Apr 8 Interactive Graphics for Visually Diagnosing Forest Classifiers in R
- Apr 8 On the Linearity of Semantic Change: Investigating Meaning Variation via Dynamic Graph Models
- Apr 8 Metric Learning in Codebook Generation of Bag-of-Words for Person Re-identification
- Apr 8 Metric Learning in Codebook Generation of Bag-of-Words for Person Re-identification
- Apr 8 DSLR-Quality Photos on Mobile Devices with Deep Convolutional Networks
- Apr 8 Basic Formal Properties of A Relational Model of The Mathematical Theory of Evidence
- Apr 8 First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations
- Apr 8 A New Pseudo-color Technique Based on Intensity Information Protection for Passive Sensor Imagery
- Apr 8 Coupled Deep Learning for Heterogeneous Face Recognition
- Apr 8 Weakly-supervised Transfer for 3D Human Pose Estimation in the Wild
- Apr 8 Seismic facies recognition based on prestack data using deep convolutional autoencoder
- Apr 8 Learning Cross-Modal Deep Representations for Robust Pedestrian Detection
- Apr 8 A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction
- Apr 7 A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction
- Apr 7 GoDP: Globally optimized dual pathway system for facial landmark localization in-the-wild
- Apr 7 Stein Variational Policy Gradient
- Apr 7 Learning Where to Look: Data-Driven Viewpoint Set Selection for 3D Scenes
- Apr 7 Pixelwise Instance Segmentation with a Dynamically Instantiated Network
- Apr 7 A Trolling Hierarchy in Social Media and A Conditional Random Field For Trolling Detection
- Apr 7 Uncovering Group Level Insights with Accordant Clustering
- Apr 7 AppLP: A Dialogue on Applications of Logic Programming
- Apr 7 An Introduction to the Temporal Group LASSO and its Potential Applications in Healthcare
- Apr 7 A Brief Introduction to the Temporal Group LASSO and its Potential Applications in Healthcare
- Apr 7 Three-Dimensional Segmentation of Vesicular Networks of Fungal Hyphae in Macroscopic Microscopy Image Stacks
- Apr 7 Automated Unsupervised Segmentation of Liver Lesions in CT scans via Cahn-Hilliard Phase Separation
- Apr 7 Joint Probabilistic Linear Discriminant Analysis
- Apr 7 Fast Spectral Clustering Using Autoencoders and Landmarks
- Apr 7 Evolutionary Many-Objective Optimization Based on Adversarial Decomposition
- Apr 7 A Constrained Sequence-to-Sequence Neural Model for Sentence Simplification
- Apr 7 Adversarial Generator-Encoder Networks
- Apr 7 TransNets: Learning to Transform for Recommendation
- Apr 7 Comparison of Global Algorithms in Word Sense Disambiguation
- Apr 7 Threat analysis of IoT networks Using Artificial Neural Network Intrusion Detection System
- Apr 7 Thresholding Bandits with Augmented UCB
- Apr 7 DeepCoder: Semi-parametric Variational Autoencoders for Facial Action Unit Intensity Estimation
- Apr 7 Deep Unsupervised Similarity Learning using Partially Ordered Sets
- Apr 7 Deep Unsupervised Similarity Learning using Partially Ordered Sets
- Apr 7 Deep Unsupervised Similarity Learning using Partially Ordered Sets
- Apr 7 NILC-USP at SemEval-2017 Task 4: A Multi-view Ensemble for Twitter Sentiment Analysis
- Apr 7 Recurrent Environment Simulators
- Apr 7 Learned Watershed: End-to-End Learning of Seeded Segmentation
- Apr 7 Opinion Polarization by Learning from Social Feedback
- Apr 7 Echantillonnage de signaux sur graphes via des processus déterminantaux
- Apr 7 Clothing and People - A Social Signal Processing Perspective
- Apr 7 Hand3D: Hand Pose Estimation using 3D Neural Network
- Apr 7 Investigating Natural Image Pleasantness Recognition using Deep Features and Eye Tracking for Loosely Controlled Human-computer Interaction
- Apr 7 OBTAIN: Real-Time Beat Tracking in Audio Signals
- Apr 7 EELECTION at SemEval-2017 Task 10: Ensemble of nEural Learners for kEyphrase ClassificaTION
- Apr 7 EELECTION at SemEval-2017 Task 10: Ensemble of nEural Learners for kEyphrase ClassificaTION
- Apr 7 High-Quality Correspondence and Segmentation Estimation for Dual-Lens Smart-Phone Portraits
- Apr 7 Privacy-Preserving Visual Learning Using Doubly Permuted Homomorphic Encryption
- Apr 7 Real-time Hand Tracking under Occlusion from an Egocentric RGB-D Sensor
- Apr 7 Could you guess an interesting movie from the posters?: An evaluation of vision-based features on movie poster database
- Apr 7 Variance Based Moving K-Means Algorithm
- Apr 7 The (1+$λ$) Evolutionary Algorithm with Self-Adjusting Mutation Rate
- Apr 7 Semi-Latent GAN: Learning to generate and modify facial images from attributes
- Apr 7 Egocentric Video Description based on Temporally-Linked Sequences
- Apr 7 Locally-adapted convolution-based super-resolution of irregularly-sampled ocean remote sensing data
- Apr 7 ReLayNet: Retinal Layer and Fluid Segmentation of Macular Optical Coherence Tomography using Fully Convolutional Network
- Apr 7 Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation
- Apr 7 The Meaning Factory at SemEval-2017 Task 9: Producing AMRs with Neural Semantic Parsing
- Apr 7 Hierarchical Clustering: Objective Functions and Algorithms
- Apr 7 Quantum ensembles of quantum classifiers
- Apr 7 Adposition Supersenses v2
- Apr 7 Jet Constituents for Deep Neural Network Based Top Quark Tagging
- Apr 7 Partial Face Detection in the Mobile Domain
- Apr 7 Improving content marketing processes with the approaches by artificial intelligence
- Apr 7 Generalized Rank Pooling for Activity Recognition
- Apr 7 Restricted Isometry Property of Gaussian Random Projection for Finite Set of Subspaces
- Apr 7 When is Network Lasso Accurate?
- Apr 7 Conceptualization Topic Modeling
- Apr 7 Supervised Deep Hashing for Hierarchical Labeled Data
- Apr 7 "RAPID" Regions-of-Interest Detection In Big Histopathological Images
- Apr 7 Evolution in Groups: A deeper look at synaptic cluster driven evolution of deep neural networks
- Apr 7 Conversation Modeling on Reddit using a Graph-Structured LSTM
- Apr 7 Convolutional Neural Pyramid for Image Processing
- Apr 7 Angle-Based Joint and Individual Variation Explained
- Apr 6 Speech signals frequency modulation decoding via deep neural networks
- Apr 6 End to End Deep Neural Networks Radio receiver for Speech Signals
- Apr 6 Treatment-Response Models for Counterfactual Reasoning with Continuous-time, Continuous-valued Interventions
- Apr 6 Associative content-addressable networks with exponentially many robust stable states
- Apr 6 A Software-equivalent SNN Hardware using RRAM-array for Asynchronous Real-time Learning
- Apr 6 DIMM-SC: A Dirichlet mixture model for clustering droplet-based single cell transcriptomic data
- Apr 6 An Automated Text Categorization Framework based on Hyperparameter Optimization
- Apr 6 From Data to City Indicators: A Knowledge Graph for Supporting Automatic Generation of Dashboards
- Apr 6 The quality of priority ratios estimation in relation to a selected prioritization procedure and consistency measure for a Pairwise Comparison Matrix
- Apr 6 ActiVis: Visual Exploration of Industry-Scale Deep Neural Network Models
- Apr 6 Training Triplet Networks with GAN
- Apr 6 The Interplay of Semantics and Morphology in Word Embeddings
- Apr 6 Semantically-Guided Video Object Segmentation
- Apr 6 Automated Latent Fingerprint Recognition
- Apr 6 Encoder Based Lifelong Learning
- Apr 6 Cooperative network localization using hybrid range and angle measurements
- Apr 6 Online Hashing
- Apr 6 Statistical Efficiency of Compositional Nonparametric Prediction
- Apr 6 Conformative Filtering for Implicit Feedback Data
- Apr 6 Landmark Guided Probabilistic Roadmap Queries
- Apr 6 A Convolution Tree with Deconvolution Branches: Exploiting Geometric Relationships for Single Shot Keypoint Detection
- Apr 6 Massive Data Clustering in Moderate Dimensions from the Dual Spaces of Observation and Attribute Data Clouds
- Apr 6 Robust Causal Estimation in the Large-Sample Limit without Strict Faithfulness
- Apr 6 Tackling Dynamic Vehicle Routing Problem with Time Windows by means of Ant Colony System
- Apr 6 An Online Hierarchical Algorithm for Extreme Clustering
- Apr 6 A Service-Oriented Architecture for Assisting the Authoring of Semantic Crowd Maps
- Apr 6 Incremental Transductive Learning Approaches to Schistosomiasis Vector Classification
- Apr 6 Higher-Order Minimum Cost Lifted Multicuts for Motion Segmentation
- Apr 6 Human-Aware Sensor Network Ontology: Semantic Support for Empirical Data Collection
- Apr 6 Contextual Data Collection for Smart Cities
- Apr 6 Neural Question Generation from Text: A Preliminary Study
- Apr 6 Geometry of Policy Improvement
- Apr 6 Enabling Smart Data: Noise filtering in Big Data classification
- Apr 6 A Multi-view Context-aware Approach to Android Malware Detection and Malicious Code Localization
- Apr 6 A Multi-view Context-aware Approach to Android Malware Detection and Malicious Code Localization
- Apr 6 Time-Contrastive Learning Based Unsupervised DNN Feature Extraction for Speaker Verification
- Apr 6 Enhance Feature Discrimination for Unsupervised Hashing
- Apr 6 MRA - Proof of Concept of a Multilingual Report Annotator Web Application
- Apr 6 MRA - Proof of Concept of a Multilingual Report Annotator Web Application
- Apr 6 How to Make an Image More Memorable? A Deep Style Transfer Approach
- Apr 6 Transferrable Plausibility Model - A Probabilistic Interpretation of Mathematical Theory of Evidence
- Apr 6 Object-Part Attention Driven Discriminative Localization for Fine-grained Image Classification
- Apr 6 Beyond triplet loss: a deep quadruplet network for person re-identification
- Apr 6 Action Representation Using Classifier Decision Boundaries
- Apr 6 Rapid Mixing Swendsen-Wang Sampler for Stochastic Partitioned Attractive Models
- Apr 6 Generate To Adapt: Aligning Domains using Generative Adversarial Networks
- Apr 6 Adequacy of the Gradient-Descent Method for Classifier Evasion Attacks
- Apr 6 Learning Certifiably Optimal Rule Lists for Categorical Data
- Apr 6 Accelerated Stochastic Quasi-Newton Optimization on Riemann Manifolds
- Apr 6 A Syntactic Neural Model for General-Purpose Code Generation
- Apr 6 Multi-space Variational Encoder-Decoders for Semi-supervised Labeled Sequence Transduction
- Apr 5 Learning Combinatorial Optimization Algorithms over Graphs
- Apr 5 The Relative Performance of Ensemble Methods with Deep Convolutional Neural Networks for Image Classification
- Apr 5 Automatic Measurement of Pre-aspiration
- Apr 5 Greed is Good: Near-Optimal Submodular Maximization via Greedy Optimization
- Apr 5 Multitask Learning with Low-Level Auxiliary Tasks for Encoder-Decoder Based Speech Recognition
- Apr 5 Nonnegative/binary matrix factorization with a D-Wave quantum annealer
- Apr 5 Rhetorical relations for information retrieval
- Apr 5 Bag-of-Words Method Applied to Accelerometer Measurements for the Purpose of Classification and Energy Estimation
- Apr 5 Best Practices for Applying Deep Learning to Novel Applications
- Apr 5 Deep Learning and Quantum Physics : A Fundamental Bridge
- Apr 5 Deep Learning and Quantum Entanglement: Fundamental Connections with Implications to Network Design
- Apr 5 Comment on "Biologically inspired protection of deep networks from adversarial attacks"
- Apr 5 MIT at SemEval-2017 Task 10: Relation Extraction with Convolutional Neural Networks
- Apr 5 Generating Descriptions with Grounded and Co-Referenced People
- Apr 5 Isotropic reconstruction of 3D fluorescence microscopy images using convolutional neural networks
- Apr 5 Weakly Supervised Dense Video Captioning
- Apr 5 Convolutional Neural Networks for Page Segmentation of Historical Document Images
- Apr 5 Convolutional Neural Networks for Page Segmentation of Historical Document Images
- Apr 5 Comparison Based Nearest Neighbor Search
- Apr 5 Bayesian Inference of Log Determinants
- Apr 5 Learning to Generate Reviews and Discovering Sentiment
- Apr 5 Learning to Generate Reviews and Discovering Sentiment
- Apr 5 Detecting confounding in multivariate linear models via spectral analysis
- Apr 5 Non-Convex Weighted Lp Minimization based Group Sparse Representation Framework for Image Denoising
- Apr 5 The UMCD Dataset
- Apr 5 OEC: Open-Ended Classification for Future-Proof Link-Fraud Detection
- Apr 5 OEC: Open-Ended Classification for Future-Proof Link-Fraud Detection
- Apr 5 Linear Ensembles of Word Embedding Models
- Apr 5 Embodied Artificial Intelligence through Distributed Adaptive Control: An Integrated Framework
- Apr 5 Finite-Time Stabilization of Longitudinal Control for Autonomous Vehicles via a Model-Free Approach
- Apr 5 On the construction of probabilistic Newton-type algorithms
- Apr 5 On the Relation between Color Image Denoising and Classification
- Apr 5 Incremental Tube Construction for Human Action Detection
- Apr 5 CompiLIG at SemEval-2017 Task 1: Cross-Language Plagiarism Detection Methods for Semantic Textual Similarity
- Apr 5 Not All Pixels Are Equal: Difficulty-aware Semantic Segmentation via Deep Layer Cascade
- Apr 5 Character-based Joint Segmentation and POS Tagging for Chinese using Bidirectional RNN-CRF
- Apr 5 Character-based Joint Segmentation and POS Tagging for Chinese using Bidirectional RNN-CRF
- Apr 5 On Generalization and Regularization in Deep Learning
- Apr 5 On Generalization and Regularization in Deep Learning
- Apr 5 Automated Diagnosis of Epilepsy Employing Multifractal Detrended Fluctuation Analysis Based Features
- Apr 5 Smart Mining for Deep Metric Learning
- Apr 5 Revisiting the problem of audio-based hit song prediction using convolutional neural networks
- Apr 5 Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders
- Apr 5 Supporting Navigation of Outdoor Shopping Complexes for Visually-impaired Users through Multi-modal Data Fusion
- Apr 5 Geometry of Factored Nuclear Norm Regularization
- Apr 5 Classification of Diabetic Retinopathy Images Using Multi-Class Multiple-Instance Learning Based on Color Correlogram Features
- Apr 5 Investigating Human Factors in Image Forgery Detection
- Apr 5 Improving Vision-based Self-positioning in Intelligent Transportation Systems via Integrated Lane and Vehicle Detection
- Apr 5 Linear Additive Markov Processes
- Apr 5 Relative Learning from Web Images for Content-adaptive Enhancement
- Apr 5 A Structured Approach to Predicting Image Enhancement Parameters
- Apr 5 A Computational Approach to Relative Aesthetics
- Apr 5 Estimation of Tissue Microstructure Using a Deep Network Inspired by a Sparse Reconstruction Framework
- Apr 5 Joint Regression and Ranking for Image Enhancement
- Apr 5 Greedy Sampling of Graph Signals
- Apr 4 Escape from Cells: Deep Kd-Networks for The Recognition of 3D Point Cloud Models
- Apr 4 Neural Message Passing for Quantum Chemistry
- Apr 4 Two Stream LSTM: A Deep Fusion Framework for Human Action Recognition
- Apr 4 Learning Approximately Objective Priors
- Apr 4 Finite Sample Analysis for TD(0) with Linear Function Approximation
- Apr 4 Feature Squeezing: Detecting Adversarial Examples in Deep Neural Networks
- Apr 4 Pose2Instance: Harnessing Keypoints for Person Instance Segmentation
- Apr 4 DyVEDeep: Dynamic Variable Effort Deep Neural Networks
- Apr 4 Satellite Image-based Localization via Learned Embeddings
- Apr 4 Probabilistic Search for Structured Data via Probabilistic Programming and Nonparametric Bayes
- Apr 4 Deep Depth From Focus
- Apr 4 Homotopy Parametric Simplex Method for Sparse Learning
- Apr 4 Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory
- Apr 4 ME R-CNN: Multi-Expert Region-based CNN for Object Detection
- Apr 4 OctNetFusion: Learning Depth Fusion from Data
- Apr 4 Using Echo State Networks for Cryptography
- Apr 4 Polynomial Time and Sample Complexity for Non-Gaussian Component Analysis: Spectral Methods
- Apr 4 Automatic Breast Ultrasound Image Segmentation: A Survey
- Apr 4 Multi-Label Learning with Global and Local Label Correlation
- Apr 4 Optic Disc and Cup Segmentation Methods for Glaucoma Detection with Modification of U-Net Convolutional Neural Network
- Apr 4 Geracao Automatica de Paineis de Controle para Analise de Mobilidade Urbana Utilizando Redes Complexas
- Apr 4 AMIDST: a Java Toolbox for Scalable Probabilistic Machine Learning
- Apr 4 Bayesian optimization with virtual derivative sign observations
- Apr 4 Adaptive Motion Gaming AI for Health Promotion
- Apr 4 Fortia-FBK at SemEval-2017 Task 5: Bullish or Bearish? Inferring Sentiment towards Brands from Financial News Headlines
- Apr 4 Japanese Sentiment Classification using a Tree-Structured Long Short-Term Memory with Attention
- Apr 4 Deriving Probability Density Functions from Probabilistic Functional Programs
- Apr 4 A Unified Multi-Faceted Video Summarization System
- Apr 4 Interpretation of Semantic Tweet Representations
- Apr 4 A Branch-and-Bound Algorithm for Checkerboard Extraction in Camera-Laser Calibration
- Apr 4 Simultaneous Feature Aggregating and Hashing for Large-scale Image Search
- Apr 4 A History of Metaheuristics
- Apr 4 Voice Conversion from Unaligned Corpora using Variational Autoencoding Wasserstein Generative Adversarial Networks
- Apr 4 Guided Proofreading of Automatic Segmentations for Connectomics
- Apr 3 Cascaded Segmentation-Detection Networks for Word-Level Text Spotting
- Apr 3 Online deforestation detection
- Apr 3 A Probabilistic Linear Genetic Programming with Stochastic Context-Free Grammar for solving Symbolic Regression problems
- Apr 3 On the idea of a new artificial intelligence based optimization algorithm inspired from the nature of vortex
- Apr 3 Design and development of a software system for swarm intelligence based research studies
- Apr 3 Time Series Cluster Kernel for Learning Similarities between Multivariate Time Series with Missing Data
- Apr 3 Online and Linear-Time Attention by Enforcing Monotonic Alignments
- Apr 3 Brief Notes on Hard Takeoff, Value Alignment, and Coherent Extrapolated Volition
- Apr 3 Restricted Recurrent Neural Tensor Networks
- Apr 3 A comparative study of counterfactual estimators
- Apr 3 Geometric Insights into Support Vector Machine Behavior using the KKT Conditions
- Apr 3 A Genetic Programming Approach to Designing Convolutional Neural Network Architectures
- Apr 3 AMC: Attention guided Multi-modal Correlation Learning for Image Search
- Apr 3 Unsupervised Action Proposal Ranking through Proposal Recombination
- Apr 3 Multi-Advisor Reinforcement Learning
- Apr 3 It Takes Two to Tango: Towards Theory of AI's Mind
- Apr 3 Hierarchical Surface Prediction for 3D Object Reconstruction
- Apr 3 No Spurious Local Minima in Nonconvex Low Rank Problems: A Unified Geometric Analysis
- Apr 3 Graph Partitioning with Acyclicity Constraints
- Apr 3 Multi-rendezvous Spacecraft Trajectory Optimization with Beam P-ACO
- Apr 3 The 2017 DAVIS Challenge on Video Object Segmentation
- Apr 3 Detection and Resolution of Rumours in Social Media: A Survey
- Apr 3 Soft-to-Hard Vector Quantization for End-to-End Learned Compression of Images and Neural Networks
- Apr 3 A correlation game for unsupervised learning yields computational interpretations of Hebbian excitation, anti-Hebbian inhibition, and synapse elimination
- Apr 3 Local nearest neighbour classification with applications to semi-supervised learning
- Apr 3 On the Unreported-Profile-is-Negative Assumption for Predictive Cheminformatics
- Apr 3 Semi-Supervised Generation with Cluster-aware Generative Models
- Apr 3 Chained Multi-stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection
- Apr 3 Spatiotemporal Networks for Video Emotion Recognition
- Apr 3 Neural Lattice-to-Sequence Models for Uncertain Inputs
- Apr 3 A Transition-Based Directed Acyclic Graph Parser for UCCA
- Apr 3 A Transition-Based Directed Acyclic Graph Parser for UCCA
- Apr 3 Dictionary-based Tensor Canonical Polyadic Decomposition
- Apr 3 3D Object Reconstruction from Hand-Object Interactions
- Apr 3 Block-Matching Convolutional Neural Network for Image Denoising
- Apr 3 Efficient acquisition rules for model-based approximate Bayesian computation
- Apr 3 Capturing Hand Motion with an RGB-D Sensor, Fusing a Generative Model with Salient Points
- Apr 3 Multi-Task Learning of Keyphrase Boundary Classification
- Apr 3 Truncating Wide Networks using Binary Tree Architectures
- Apr 3 Convolutional neural networks for segmentation and object detection of human semen
- Apr 3 A Comparison of Directional Distances for Hand Pose Estimation
- Apr 3 Stop That Join! Discarding Dimension Tables when Learning High Capacity Classifiers
- Apr 3 Clustering in Hilbert simplex geometry
- Apr 3 Learning a Variational Network for Reconstruction of Accelerated MRI Data
- Apr 3 On Kernelized Multi-armed Bandits
- Apr 3 Combining Lexical and Syntactic Features for Detecting Content-dense Texts in News
- Apr 3 A Good Practice Towards Top Performance of Face Recognition: Transferred Deep Feature Fusion
- Apr 3 Sparse Autoencoder for Unsupervised Nucleus Detection and Representation in Histopathology Images
- Apr 3 Syntax Aware LSTM Model for Chinese Semantic Role Labeling
- Apr 2 Geometric loss functions for camera pose regression with deep learning
- Apr 2 Hidden Two-Stream Convolutional Networks for Action Recognition
- Apr 2 Identifying networks with common organizational principles
- Apr 2 Word-Alignment-Based Segment-Level Machine Translation Evaluation using Word Embeddings
- Apr 2 Provable Inductive Robust PCA via Iterative Hard Thresholding
- Apr 2 Understanding Concept Drift
- Apr 2 Dense Multi-view 3D-reconstruction Without Dense Correspondences
- Apr 2 Restoration of Images with Wavefront Aberrations
- Apr 2 Understanding Deep Representations through Random Weights
- Apr 2 People Counting in Crowded and Outdoor Scenes using an Hybrid Multi-Camera Approach
- Apr 2 Structured Parallel Programming for Monte Carlo Tree Search
- Apr 2 Efficient Version-Space Reduction for Visual Tracking
- Apr 2 Reprogramming Matter, Life, and Purpose
- Apr 2 The Stixel world: A medium-level representation of traffic scenes
- Apr 2 SAR image despeckling through convolutional neural networks
- Apr 2 Potential Functions based Sampling Heuristic For Optimal Path Planning
- Apr 2 Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks
- Apr 2 Building a Neural Machine Translation System Using Only Synthetic Parallel Data
- Apr 2 A-Lamp: Adaptive Layout-Aware Multi-Patch Deep Convolutional Neural Network for Photo Aesthetic Assessment
- Apr 1 An Ontological Architecture for Orbital Debris Data
- Apr 1 Sequential Learning of Analysis Operators
- Apr 1 Adversarial Connective-exploiting Networks for Implicit Discourse Relation Classification
- Apr 1 A Brownian Motion Model and Extreme Belief Machine for Modeling Sensor Data Measurements
- Apr 1 A Brownian Motion Model and Extreme Belief Machine for Modeling Sensor Data Measurements
- Apr 1 Multimodal Dialogs (MMD): A large-scale dataset for studying multimodal domain-aware conversations
- Apr 1 Faster Subgradient Methods for Functions with Hölderian Growth
- Apr 1 Complexity-Aware Assignment of Latent Values in Discriminative Models for Accurate Gesture Recognition
- Apr 1 Sentiment Analysis of Citations Using Word2vec
- Apr 1 Compositional Human Pose Regression
- Apr 1 Clustering-based Source-aware Assessment of True Robustness for Learning Models
- Apr 1 Multiple Instance Detection Network with Online Instance Classifier Refinement
- Apr 1 Topic modeling of public repositories at scale using names in source code
- Apr 1 sWSI: A Low-cost and Commercial-quality Whole Slide Imaging System on Android and iOS Smartphones
- Apr 1 Psychological and Personality Profiles of Political Extremists
- Apr 1 Stochastic L-BFGS Revisited: Improved Convergence Rates and Practical Acceleration Strategies
- Apr 1 Ontological Multidimensional Data Models and Contextual Data Qality
- Apr 1 Configurable, Photorealistic Image Rendering and Ground Truth Synthesis by Sampling Stochastic Grammars Representing Indoor Scenes
- Apr 1 Configurable, Photorealistic Image Rendering and Ground Truth Synthesis by Sampling Stochastic Grammars Representing Indoor Scenes
- Apr 1 Snapshot Ensembles: Train 1, get M for free
- Apr 1 Assortment Optimization under Unknown MultiNomial Logit Choice Models
- Apr 1 SafetyNet: Detecting and Rejecting Adversarial Examples Robustly
- Apr 1 Customizing First Person Image Through Desired Actions
- Apr 1 Learning to Predict Indoor Illumination from a Single Image

## March 2017

- Mar 31 Optimal Reconstruction with a Small Number of Views
- Mar 31 Efficient Asymmetric Co-Tracking using Uncertainty Sampling
- Mar 31 Geodesic Distance Histogram Feature for Video Segmentation
- Mar 31 Exploiting gradients and Hessians in Bayesian optimization and Bayesian quadrature
- Mar 31 Frames: A Corpus for Adding Memory to Goal-Oriented Dialogue Systems
- Mar 31 One-Shot Neural Cross-Lingual Transfer for Paradigm Completion
- Mar 31 Reading Wikipedia to Answer Open-Domain Questions
- Mar 31 Efficient Registration of Pathological Images: A Joint PCA/Image-Reconstruction Approach
- Mar 31 Transfer of View-manifold Learning to Similarity Perception of Novel Objects
- Mar 31 Improved Training of Wasserstein GANs
- Mar 31 Upper Bounds on the Runtime of the Univariate Marginal Distribution Algorithm on OneMax
- Mar 31 On the Reliable Detection of Concept Drift from Streaming Unlabeled Data
- Mar 31 Opinion Mining on Non-English Short Text
- Mar 31 Opinion Mining on Non-English Short Text
- Mar 31 Computing Nonvacuous Generalization Bounds for Deep (Stochastic) Neural Networks with Many More Parameters than Training Data
- Mar 31 Learning Visual Servoing with Deep Features and Fitted Q-Iteration
- Mar 31 Catalyst Acceleration for Gradient-Based Non-Convex Optimization
- Mar 31 Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational Autoencoders
- Mar 31 InverseFaceNet: Deep Single-Shot Inverse Face Rendering From A Single Image
- Mar 31 Comparison of multi-task convolutional neural network (MT-CNN) and a few other methods for toxicity prediction
- Mar 31 Prediction of infectious disease epidemics via weighted density ensembles
- Mar 31 The Risk of Machine Learning
- Mar 31 Sentence Simplification with Deep Reinforcement Learning
- Mar 31 Feature functional theory - binding predictor (FFT-BP) for the blind prediction of binding free energies
- Mar 31 EMULATOR vs REAL PHONE: Android Malware Detection Using Machine Learning
- Mar 31 Quicksilver: Fast Predictive Image Registration - a Deep Learning Approach
- Mar 31 Fast Predictive Multimodal Image Registration
- Mar 31 Unsupervised learning from video to detect foreground objects in single images
- Mar 31 Thin-Slicing Network: A Deep Structured Model for Pose Estimation in Videos
- Mar 31 BB8: A Scalable, Accurate, Robust to Partial Occlusion Method for Predicting the 3D Poses of Challenging Objects without Using Depth
- Mar 31 Single Image Super Resolution - When Model Adaptation Matters
- Mar 31 Bi-class classification of humpback whale sound units against complex background noise with Deep Convolution Neural Network
- Mar 31 (DE)^2 CO: Deep Depth Colorization
- Mar 31 MidiNet: A Convolutional Generative Adversarial Network for Symbolic-domain Music Generation using 1D and 2D Conditions
- Mar 31 Intraoperative margin assessment of human breast tissue in optical coherence tomography images using deep neural networks
- Mar 31 End-To-End Face Detection and Recognition
- Mar 31 Semantic-driven Generation of Hyperlapse from 360 degree Video
- Mar 31 Semantic-driven Generation of Hyperlapse from 360 degree Video
- Mar 31 Joining Hands: Exploiting Monolingual Treebanks for Parsing of Code-mixing Data
- Mar 31 A New Measure of Conditional Dependence for Causal Structural Learning
- Mar 31 A Hybrid Data Association Framework for Robust Online Multi-Object Tracking
- Mar 31 Universal Scalable Robust Solvers from Computational Information Games and fast eigenspace adapted Multiresolution Analysis
- Mar 31 Diabetic Retinopathy Detection via Deep Convolutional Networks for Discriminative Localization and Visual Explanation
- Mar 31 Diabetic Retinopathy Detection via Deep Convolutional Networks for Discriminative Localization and Visual Explanation
- Mar 31 Novel Framework for Spectral Clustering using Topological Node Features(TNF)
- Mar 31 On Self-Adaptive Mutation Restarts for Evolutionary Robotics with Real Rotorcraft
- Mar 31 On Self-Adaptive Mutation Restarts for Evolutionary Robotics with Real Rotorcraft
- Mar 31 Spectral Methods for Nonparametric Models
- Mar 31 Fundamental Conditions for Low-CP-Rank Tensor Completion
- Mar 31 Unsupervised Holistic Image Generation from Key Local Patches
- Mar 31 Unsupervised Holistic Image Generation from Key Local Patches
- Mar 31 Deep Domain Adaptation Based Video Smoke Detection using Synthetic Smoke Images
- Mar 31 N-gram Language Modeling using Recurrent Neural Network Estimation
- Mar 31 Factorization tricks for LSTM networks
- Mar 31 BEGAN: Boundary Equilibrium Generative Adversarial Networks
- Mar 30 Deep 3D Face Identification
- Mar 30 Concurrent Segmentation and Localization for Tracking of Surgical Instruments
- Mar 30 Neutral evolution and turnover over centuries of English word popularity
- Mar 30 TS-LSTM and Temporal-Inception: Exploiting Spatiotemporal Dynamics for Activity Recognition
- Mar 30 Tube Convolutional Neural Network (T-CNN) for Action Detection in Videos
- Mar 30 Tube Convolutional Neural Network (T-CNN) for Action Detection in Videos
- Mar 30 Near Perfect Protein Multi-Label Classification with Deep Neural Networks
- Mar 30 Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images
- Mar 30 What-If Reasoning with Counterfactual Gaussian Processes
- Mar 30 Relevance Subject Machine: A Novel Person Re-identification Framework
- Mar 30 Deep Neural Network Optimized to Resistive Memory with Nonlinear Current-Voltage Characteristics
- Mar 30 Interpretable Learning for Self-Driving Cars by Visualizing Causal Attention
- Mar 30 Diving into the shallows: a computational perspective on large-scale shallow learning
- Mar 30 Atomic Convolutional Networks for Predicting Protein-Ligand Binding Affinity
- Mar 30 Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks
- Mar 30 Geometric Affordances from a Single Example via the Interaction Tensor
- Mar 30 MoFA: Model-based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction
- Mar 30 Evaluating Complex Task through Crowdsourcing: Multiple Views Approach
- Mar 30 Bootstrapping Labelled Dataset Construction for Cow Tracking and Behavior Analysis
- Mar 30 Learning Convolutional Networks for Content-weighted Image Compression
- Mar 30 FairJudge: Trustworthy User Prediction in Rating Platforms
- Mar 30 The Informativeness of k-Means for Learning Gaussian Mixture Models
- Mar 30 Efficient optimization for Hierarchically-structured Interacting Segments (HINTS)
- Mar 30 On Bayesian Exponentially Embedded Family for Model Order Selection
- Mar 30 A Paradigm Shift: Detecting Human Rights Violations Through Web Images
- Mar 30 A deep learning classification scheme based on augmented-enhanced features to segment organs at risk on the optic region in brain cancer patients
- Mar 30 A deep learning classification scheme based on augmented-enhanced features to segment organs at risk on the optic region in brain cancer patients
- Mar 30 Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training
- Mar 30 Application of a Shallow Neural Network to Short-Term Stock Trading
- Mar 30 On Fundamental Limits of Robust Learning
- Mar 30 An Empirical Approach for Modeling Fuzzy Geographical Descriptors
- Mar 30 Minimum energy path calculations with Gaussian process regression
- Mar 30 Born to Learn: the Inspiration, Progress, and Future of Evolved Plastic Artificial Neural Networks
- Mar 30 Audio-Visual Speech Enhancement based on Multimodal Deep Convolutional Neural Network
- Mar 30 End-to-End MAP Training of a Hybrid HMM-DNN Model
- Mar 30 From Deep to Shallow: Transformations of Deep Rectifier Networks
- Mar 30 Automated News Suggestions for Populating Wikipedia Entity Pages
- Mar 30 Efficient Benchmarking of Algorithm Configuration Procedures via Model-Based Surrogates
- Mar 30 Finding News Citations for Wikipedia
- Mar 30 Dynamic Computational Time for Visual Attention
- Mar 30 Efficient Parallel Translating Embedding For Knowledge Graphs
- Mar 30 Planecell: Representing the 3D Space with Planes
- Mar 30 DeNet: Scalable Real-time Object Detection with Directed Sparse Sampling
- Mar 30 Enter the Matrix: A Virtual World Approach to Safely Interruptable Autonomous Systems
- Mar 30 Semantic Instance Segmentation via Deep Metric Learning
- Mar 29 Bandit-Based Model Selection for Deformable Object Manipulation
- Mar 29 Dialectical Rough Sets, Parthood and Figures of Opposition
- Mar 29 SeGAN: Segmenting and Generating the Invisible
- Mar 29 Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations
- Mar 29 Learning High Dynamic Range from Outdoor Panoramas
- Mar 29 Detecting Human Interventions on the Landscape: KAZE Features, Poisson Point Processes, and a Construction Dataset
- Mar 29 Colors in Context: A Pragmatic Neural Model for Grounded Language Understanding
- Mar 29 CVAE-GAN: Fine-Grained Image Generation through Asymmetric Training
- Mar 29 Automatic Argumentative-Zoning Using Word2vec
- Mar 29 Community detection and stochastic block models: recent developments
- Mar 29 Tacotron: A Fully End-to-End Text-To-Speech Synthesis Model
- Mar 29 Unrestricted Facial Geometry Reconstruction Using Image-to-Image Translation
- Mar 29 Priv'IT: Private and Sample Efficient Identity Testing
- Mar 29 Google Map Aided Visual Navigation for UAVs in GPS-denied Environment
- Mar 29 The Top 10 Topics in Machine Learning Revisited: A Quantitative Meta-Study
- Mar 29 Improved Lossy Image Compression with Priming and Spatially Adaptive Bit Rates for Recurrent Networks
- Mar 29 Pose-conditioned Spatio-Temporal Attention for Human Action Recognition
- Mar 29 Rational Choice and Artificial Intelligence
- Mar 29 Learning Inverse Mapping by Autoencoder based Generative Adversarial Nets
- Mar 29 Comparison of ontology alignment algorithms across single matching task via the McNemar test
- Mar 29 A Short Review of Ethical Challenges in Clinical Natural Language Processing
- Mar 29 Time Series Forecasting using RNNs: an Extended Attention Mechanism to Model Periods and Handle Missing Values
- Mar 29 Multiagent Bidirectionally-Coordinated Nets for Learning to Play StarCraft Combat Games
- Mar 29 Hierarchical Classification for Spoken Arabic Dialect Identification using Prosody: Case of Algerian Dialects
- Mar 29 Exploring Heritability of Functional Brain Networks with Inexact Graph Matching
- Mar 29 Probabilistic Line Searches for Stochastic Optimization
- Mar 29 Flow-Guided Feature Aggregation for Video Object Detection
- Mar 29 Optimal Policies for Observing Time Series and Related Restless Bandit Problems
- Mar 29 Iterative Object and Part Transfer for Fine-Grained Recognition
- Mar 29 Improving Spectral Clustering using the Asymptotic Value of the Normalised Cut
- Mar 29 A Geometric Framework for Stochastic Shape Analysis
- Mar 29 Image Restoration using Autoencoding Priors
- Mar 29 Spaceprint: a Mobility-based Fingerprinting Scheme for Public Spaces
- Mar 29 Marginal likelihood based model comparison in Fuzzy Bayesian Learning
- Mar 29 Efficient Private ERM for Smooth Objectives
- Mar 29 Grouped Convolutional Neural Networks for Multivariate Time Series
- Mar 29 Grouped Convolutional Neural Networks for Multivariate Time Series
- Mar 29 Sentiment Recognition in Egocentric Photostreams
- Mar 29 Adaptive Gaussian process approximation for Bayesian inference with expensive likelihood functions
- Mar 29 Bundle Optimization for Multi-aspect Embedding
- Mar 29 Hierarchical Surrogate Modeling for Illumination Algorithms
- Mar 29 On Convergence Property of Implicit Self-paced Objective
- Mar 29 Towards thinner convolutional neural networks through Gradually Global Pruning
- Mar 29 Who's Better, Who's Best: Skill Determination in Video using Deep Ranking
- Mar 29 One Network to Solve Them All --- Solving Linear Inverse Problems using Deep Projection Models
- Mar 29 Learning with Privileged Information for Multi-Label Classification
- Mar 29 Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation
- Mar 29 LabelBank: Revisiting Global Perspectives for Semantic Segmentation
- Mar 29 Novel Structured Low-rank algorithm to recover spatially smooth exponential image time series
- Mar 29 Experience-based Optimization: A Coevolutionary Approach
- Mar 29 Click Here: Human-Localized Keypoints as Guidance for Viewpoint Estimation
- Mar 29 Automatic Detection of Knee Joints and Quantification of Knee Osteoarthritis Severity using Convolutional Neural Networks
- Mar 29 Solar Power Forecasting Using Support Vector Regression
- Mar 29 Bringing Salary Transparency to the World: Computing Robust Compensation Insights via LinkedIn Salary
- Mar 29 Multi-Scale Dense Convolutional Networks for Efficient Prediction
- Mar 29 Risk-Sensitive Inverse Reinforcement Learning via Gradient Methods
- Mar 28 Theory II: Landscape of the Empirical Risk in Deep Learning
- Mar 28 A Deep Compositional Framework for Human-like Language Acquisition in Virtual Environment
- Mar 28 Diversity of preferences can increase collective welfare in sequential exploration problems
- Mar 28 Semi-Supervised Affective Meaning Lexicon Expansion Using Semantic and Distributed Word Representations
- Mar 28 Learning Similarity Function for Pronunciation Variations
- Mar 28 Gradient-based Regularization Parameter Selection for Problems with Non-smooth Penalty Functions
- Mar 28 ProcNets: Learning to Segment Procedures in Untrimmed and Unconstrained Videos
- Mar 28 Deep scattering transform applied to note onset detection and instrument recognition
- Mar 28 Particle Filtering for PLCA model with Application to Music Transcription
- Mar 28 Deep 6-DOF Tracking
- Mar 28 Unifying the Stochastic Spectral Descent for Restricted Boltzmann Machines with Bernoulli or Gaussian Inputs
- Mar 28 Collective Anomaly Detection based on Long Short Term Memory Recurrent Neural Network
- Mar 28 Coordinating Filters for Faster Deep Neural Networks
- Mar 28 Feature Analysis and Selection for Training an End-to-End Autonomous Vehicle Controller Using the Deep Learning Approach
- Mar 28 An Epipolar Line from a Single Pixel
- Mar 28 Semi and Weakly Supervised Semantic Segmentation Using Generative Adversarial Network
- Mar 28 Efficient Two-Dimensional Sparse Coding Using Tensor-Linear Combination
- Mar 28 An Analysis of Visual Question Answering Algorithms
- Mar 28 Inverse Reinforcement Learning from Summary Data
- Mar 28 Hybrid Clustering based on Content and Connection Structure using Joint Nonnegative Matrix Factorization
- Mar 28 Algebraic Variety Models for High-Rank Matrix Completion
- Mar 28 Linguistic Matrix Theory
- Mar 28 Learning and Refining of Privileged Information-based RNNs for Action Recognition from Depth Sequences
- Mar 28 Universal Reasoning, Rational Argumentation and Human-Machine Interaction
- Mar 28 Early Stopping without a Validation Set
- Mar 28 Lucid Data Dreaming for Object Tracking
- Mar 28 Important New Developments in Arabographic Optical Character Recognition (OCR)
- Mar 28 Objects as context for part detection
- Mar 28 A Nonparametric Bayesian Clustering to Discover Latent Covariance Structure of Multiple Time Series
- Mar 28 Is This a Joke? Detecting Humor in Spanish Tweets
- Mar 28 Mining Best Closed Itemsets for Projection-antimonotonic Constraints in Polynomial Time
- Mar 28 L2-constrained Softmax Loss for Discriminative Face Verification
- Mar 28 Locally Preserving Projection on Symmetric Positive Definite Matrix Lie Group
- Mar 28 Simulated Data Experiments for Time Series Classification Part 1: Accuracy Comparison with Default Settings
- Mar 28 Convergence of the Forward-Backward Algorithm: Beyond the Worst Case with the Help of Geometry
- Mar 28 Convergence of the Forward-Backward Algorithm: Beyond the Worst Case with the Help of Geometry
- Mar 28 Robust Depth-based Person Re-identification
- Mar 28 Adversarial Image Perturbation for Privacy Protection -- A Game Theory Perspective
- Mar 28 Learned Spectral Super-Resolution
- Mar 28 Experimental Analysis of Design Elements of Scalarizing Functions-based Multiobjective Evolutionary Algorithms
- Mar 28 SEGAN: Speech Enhancement Generative Adversarial Network
- Mar 28 A practical approach to dialogue response generation in closed domains
- Mar 28 Octree Generating Networks: Efficient Convolutional Architectures for High-resolution 3D Outputs
- Mar 28 Evaluation of Classifiers for Image Segmentation: Applications for Eucalypt Forest Inventory
- Mar 28 Diving Deep into Clickbaits: Who Use Them to What Extents in Which Topics with What Effects?
- Mar 28 This Just In: Fake News Packs a Lot in Title, Uses Simpler, Repetitive Content in Text Body, More Similar to Satire than Real News
- Mar 28 Solving Non-parametric Inverse Problem in Continuous Markov Random Field using Loopy Belief Propagation
- Mar 28 Mixture of Counting CNNs: Adaptive Integration of CNNs Specialized to Specific Appearance for Crowd Counting
- Mar 28 Fast Optimization of Wildfire Suppression Policies with SMAC
- Mar 28 Factoring Exogenous State for Model-Free Monte Carlo
- Mar 28 Adversarial Transformation Networks: Learning to Generate Adversarial Examples
- Mar 28 Robust Guided Image Filtering
- Mar 28 Ensembles of Deep LSTM Learners for Activity Recognition using Wearables
- Mar 28 Learning and inference in knowledge-based probabilistic model for medical diagnosis
- Mar 27 Graph Regularized Tensor Sparse Coding for Image Representation
- Mar 27 Iterative Noise Injection for Scalable Imitation Learning
- Mar 27 Adaptive Simulation-based Training of AI Decision-makers using Bayesian Optimization
- Mar 27 Femoral ROIs and Entropy for Texture-based Detection of Osteoarthritis from High-Resolution Knee Radiographs
- Mar 27 Goal-Driven Dynamics Learning via Bayesian Optimization
- Mar 27 Discriminative Transfer Learning for General Image Restoration
- Mar 27 Adversarial Source Identification Game with Corrupted Training
- Mar 27 Coherent Online Video Style Transfer
- Mar 27 StyleBank: An Explicit Representation for Neural Image Style Transfer
- Mar 27 StyleBank: An Explicit Representation for Neural Image Style Transfer
- Mar 27 Fairness in Criminal Justice Risk Assessments: The State of the Art
- Mar 27 Biologically inspired protection of deep networks from adversarial attacks
- Mar 27 Deep Poincare Map For Robust Medical Image Segmentation
- Mar 27 Introduction To The Monogenic Signal
- Mar 27 Deep Architectures for Modulation Recognition
- Mar 27 Sticking the Landing: An Asymptotically Zero-Variance Gradient Estimator for Variational Inference
- Mar 27 Sticking the Landing: An Asymptotically Zero-Variance Gradient Estimator for Variational Inference
- Mar 27 Private Learning on Networks: Part II
- Mar 27 Transfer learning for music classification and regression tasks
- Mar 27 A Study on the Extraction and Analysis of a Large Set of Eye Movement Features during Reading
- Mar 27 PWLS-ULTRA: An Efficient Clustering and Learning-Based Approach for Low-Dose 3D CT Image Reconstruction
- Mar 27 A Dynamic Programming Solution to Bounded Dejittering Problems
- Mar 27 Reweighted Infrared Patch-Tensor Model With Both Non-Local and Local Priors for Single-Frame Small Target Detection
- Mar 27 GPU Activity Prediction using Representation Learning
- Mar 27 Multi-Path Region-Based Convolutional Neural Network for Accurate Detection of Unconstrained "Hard Faces"
- Mar 27 Automatic Decomposition of Self-Triggering Kernels of Hawkes Processes
- Mar 27 Where to put the Image in an Image Caption Generator
- Mar 27 Sparse Multi-Output Gaussian Processes for Medical Time Series Prediction
- Mar 27 Active Convolution: Learning the Shape of Convolution for Image Classification
- Mar 27 Bootstrapping a Lexicon for Emotional Arousal in Software Engineering
- Mar 27 Efficient Processing of Deep Neural Networks: A Tutorial and Survey
- Mar 27 Deep Deterministic Policy Gradient for Urban Traffic Light Control
- Mar 27 Trespassing the Boundaries: Labeling Temporal Bounds for Object Interactions in Egocentric Video
- Mar 27 A Sentence Simplification System for Improving Relation Extraction
- Mar 27 Multilabel Classification with R Package mlr
- Mar 27 Simultaneous Perception and Path Generation Using Fully Convolutional Neural Networks
- Mar 27 Thompson Sampling for Linear-Quadratic Control Problems
- Mar 27 Multimodal deep learning approach for joint EEG-EMG data compression and classification
- Mar 27 Mastering Sketching: Adversarial Augmentation for Structured Prediction
- Mar 24 Crowdsourcing Universal Part-Of-Speech Tags for Code-Switching
- Mar 24 PonyGE2: Grammatical Evolution in Python
- Mar 24 Joint Modeling of Event Sequence and Time Series with Attentional Twin Recurrent Neural Networks
- Mar 24 Rejection-free Ensemble MCMC with applications to Factorial Hidden Markov Models
- Mar 24 Radiomics strategies for risk assessment of tumour failure in head-and-neck cancer
- Mar 24 Interactive Natural Language Acquisition in a Multi-modal Recurrent Neural Architecture
- Mar 24 Local Deep Neural Networks for Age and Gender Classification
- Mar 24 Multi-stage Multi-recursive-input Fully Convolutional Networks for Neuronal Boundary Detection
- Mar 24 Content-Based Image Retrieval Based on Late Fusion of Binary and Local Descriptors
- Mar 24 Long-Term Evolution of Genetic Programming Populations
- Mar 24 Overcoming Catastrophic Forgetting by Incremental Moment Matching
- Mar 24 Medical Image Retrieval using Deep Convolutional Neural Network
- Mar 24 Batch-normalized joint training for DNN-based distant speech recognition
- Mar 24 Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach
- Mar 24 K-Means Clustering using Tabu Search with Quantized Means
- Mar 24 Linear classifier design under heteroscedasticity in Linear Discriminant Analysis
- Mar 24 Calendar.help: Designing a Workflow-Based Scheduling Agent with Humans in the Loop
- Mar 24 Asymmetric Learning Vector Quantization for Efficient Nearest Neighbor Classification in Dynamic Time Warping Spaces
- Mar 24 Reasoning by Cases in Structured Argumentation
- Mar 24 DeepVisage: Making face recognition simple yet with powerful generalization skills
- Mar 24 Smart Augmentation - Learning an Optimal Data Augmentation Strategy
- Mar 24 Feature Fusion using Extended Jaccard Graph and Stochastic Gradient Descent for Robot
- Mar 24 A Hybrid Deep Learning Approach for Texture Analysis
- Mar 24 Scalable Person Re-identification on Supervised Smoothed Manifold
- Mar 24 Improving Classification by Improving Labelling: Introducing Probabilistic Multi-Label Object Interaction Recognition
- Mar 24 Are crossing dependencies really scarce?
- Mar 24 Interacting Conceptual Spaces I : Grammatical Composition of Concepts
- Mar 24 Multi-Level Discovery of Deep Options
- Mar 24 Deep Direct Regression for Multi-Oriented Scene Text Detection
- Mar 24 Experimental Identification of Hard Data Sets for Classification and Feature Selection Methods with Insights on Method Selection
- Mar 23 Note Value Recognition for Rhythm Transcription Using a Markov Random Field Model for Musical Scores and Performances of Piano Music
- Mar 23 Visually grounded learning of keyword prediction from untranscribed speech
- Mar 23 An embedded segmental k-means model for unsupervised segmentation and clustering of speech
- Mar 23 Weakly Supervised Action Learning with RNN based Fine-to-coarse Modeling
- Mar 23 Online Distributed Learning Over Networks in RKH Spaces Using Random Fourier Features
- Mar 23 Recurrent and Contextual Models for Visual Question Answering
- Mar 23 Quality Resilient Deep Neural Networks
- Mar 23 Training Mixture Models at Scale via Coresets
- Mar 23 An overview of embedding models of entities and relationships for knowledge base completion
- Mar 23 A Bag-of-Words Equivalent Recurrent Neural Network for Action Recognition
- Mar 23 Rapid-Rate: A Framework for Semi-supervised Real-time Sentiment Trend Detection in Unstructured Big Data
- Mar 23 Unifying Framework for Crowd-sourcing via Graphon Estimation
- Mar 23 Multimodal Compact Bilinear Pooling for Multimodal Neural Machine Translation
- Mar 23 Sequential Recurrent Neural Networks for Language Modeling
- Mar 23 Robustness of Maximum Correntropy Estimation Against Large Outliers
- Mar 23 Dynamic Bernoulli Embeddings for Language Evolution
- Mar 23 Is Second-order Information Helpful for Large-scale Visual Recognition?
- Mar 23 Resolving the Complexity of Some Fundamental Problems in Computational Social Choice
- Mar 23 Generative Adversarial Residual Pairwise Networks for One Shot Learning
- Mar 23 Distribution of Gaussian Process Arc Lengths
- Mar 23 Saliency-guided video classification via adaptively weighted learning
- Mar 23 Sparse Inertial Poser: Automatic 3D Human Pose Estimation from Sparse IMUs
- Mar 23 A learning-based approach to text image retrieval: using CNN features and improved similarity metrics
- Mar 23 A network of deep neural networks for distant speech recognition
- Mar 23 Nonlinear Spectral Image Fusion
- Mar 23 Weakly Supervised Object Localization Using Things and Stuff Transfer
- Mar 23 Containment for Rule-Based Ontology-Mediated Queries
- Mar 23 Discriminatively Boosted Image Clustering with Fully Convolutional Auto-Encoders
- Mar 23 Image-based Localization using Hourglass Networks
- Mar 23 Robust SfM with Little Image Overlap
- Mar 22 Multitask Learning and Benchmarking with Clinical Time Series Data
- Mar 22 S-Concave Distributions: Towards Broader Distributions for Noise-Tolerant and Sample-Efficient Learning Algorithms
- Mar 22 Direct Acoustics-to-Word Models for English Conversational Speech Recognition
- Mar 22 In Defense of the Triplet Loss for Person Re-Identification
- Mar 22 $1 Today or $2 Tomorrow? The Answer is in Your Facebook Likes
- Mar 22 Independently Controllable Features
- Mar 22 Classifying Symmetrical Differences and Temporal Change in Mammography Using Deep Neural Networks
- Mar 22 Hierarchical RNN with Static Sentence-Level Attention for Text-Based Speaker Change Detection
- Mar 22 UBEV - A More Practical Algorithm for Episodic RL with Near-Optimal PAC and Regret Guarantees
- Mar 22 Characterization of Deterministic and Probabilistic Sampling Patterns for Finite Completability of Low Tensor-Train Rank Tensor
- Mar 22 Predicting Deeper into the Future of Semantic Segmentation
- Mar 22 ASP: Learning to Forget with Adaptive Synaptic Plasticity in Spiking Neural Networks
- Mar 22 Neural Ctrl-F: Segmentation-free Query-by-String Word Spotting in Handwritten Manuscript Collections
- Mar 22 Clustering for Different Scales of Measurement - the Gap-Ratio Weighted K-means Algorithm
- Mar 22 Deep Exploration via Randomized Value Functions
- Mar 22 A probabilistic approach to emission-line galaxy classification
- Mar 22 Testing and Learning on Distributions with Symmetric Noise Invariance
- Mar 22 Can you tell where in India I am from? Comparing humans and computers on fine-grained race face classification
- Mar 22 Gate Activation Signal Analysis for Gated Recurrent Neural Networks and Its Correlation with Phoneme Boundaries
- Mar 22 An End-to-End Approach to Natural Language Object Retrieval via Context-Aware Deep Reinforcement Learning
- Mar 22 Deep MANTA: A Coarse-to-fine Many-Task Network for joint 2D and 3D vehicle analysis from monocular image
- Mar 22 Deeply-Supervised CNN for Prostate Segmentation
- Mar 22 Joint Intermodal and Intramodal Label Transfers for Extremely Rare or Unseen Classes
- Mar 22 Video Frame Interpolation via Adaptive Convolution
- Mar 22 Deep Photo Style Transfer
- Mar 22 LogitBoost autoregressive networks
- Mar 22 CNN-MERP: An FPGA-Based Memory-Efficient Reconfigurable Processor for Forward and Backward Propagation of Convolutional Neural Networks
- Mar 22 Knowledge Transfer for Melanoma Screening with Deep Learning
- Mar 22 Spatially-Varying Blur Detection Based on Multiscale Fused and Sorted Transform Coefficients of Gradient Magnitudes
- Mar 22 Topic Identification for Speech without ASR
- Mar 21 On The Projection Operator to A Three-view Cardinality Constrained Set
- Mar 21 Pop-up SLAM: Semantic Monocular Plane SLAM for Low-texture Environments
- Mar 21 How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)
- Mar 21 License Plate Detection and Recognition Using Deeply Learned Convolutional Neural Networks
- Mar 21 One-Shot Imitation Learning
- Mar 21 Targeting Bayes factors with direct-path non-equilibrium thermodynamic integration
- Mar 21 An Accelerated Analog Neuromorphic Hardware System Emulating NMDA- and Calcium-Based Non-Linear Dendrites
- Mar 21 From safe screening rules to working sets for faster Lasso-type solvers
- Mar 21 Robust classification of different fingerprint copies with deep neural networks for database penetration rate reduction
- Mar 21 Black-Box Data-efficient Policy Search for Robotics
- Mar 21 ZM-Net: Real-time Zero-shot Image Manipulation Network
- Mar 21 Improving Person Re-identification by Attribute and Identity Learning
- Mar 21 Overcoming model simplifications when quantifying predictive uncertainty
- Mar 21 GP-GAN: Towards Realistic High-Resolution Image Blending
- Mar 21 A Deterministic Global Optimization Method for Variational Inference
- Mar 21 Proposal Flow: Semantic Correspondences from Object Proposals
- Mar 21 Deep generative-contrastive networks for facial expression recognition
- Mar 21 Knowledge distillation using unlabeled mismatched images
- Mar 21 Evolving Parsimonious Networks by Mixing Activation Functions
- Mar 21 Interest-Driven Discovery of Local Process Models
- Mar 21 Layer-wise training of deep networks using kernel similarity
- Mar 21 On the Interplay between Strong Regularity and Graph Densification
- Mar 21 Deep LSTM for Large Vocabulary Continuous Speech Recognition
- Mar 21 SMILES Enumeration as Data Augmentation for Neural Network Modeling of Molecules
- Mar 21 Pseudorehearsal in value function approximation
- Mar 21 Stochastic Primal Dual Coordinate Method with Non-Uniform Sampling Based on Optimality Violations
- Mar 21 Investigation of Language Understanding Impact for Reinforcement Learning Based Dialogue Systems
- Mar 21 High-Resolution Breast Cancer Screening with Multi-View Deep Convolutional Neural Networks
- Mar 21 Nonparametric Variational Auto-encoders for Hierarchical Representation Learning
- Mar 21 Cross-modal Deep Metric Learning with Multi-task Regularization
- Mar 20 Mask R-CNN
- Mar 20 Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization
- Mar 20 Deep Neural Networks Do Not Recognize Negative Images
- Mar 20 Counterfactual Fairness
- Mar 20 Boosting Dilated Convolutional Networks with Mixed Tensor Decompositions
- Mar 20 Second-order Convolutional Neural Networks
- Mar 20 Foundations for a Probabilistic Event Calculus
- Mar 20 Variance Reduced Stochastic Gradient Descent with Sufficient Decrease
- Mar 20 On the Use of Default Parameter Settings in the Empirical Evaluation of Classification Algorithms
- Mar 20 Efficient variational Bayesian neural network ensembles for outlier detection
- Mar 20 On the effect of pooling on the geometry of representations
- Mar 20 Independence clustering (without a matrix)
- Mar 20 QMDP-Net: Deep Learning for Planning under Partial Observability
- Mar 20 Copula Index for Detecting Dependence and Monotonicity between Stochastic Signals
- Mar 20 A Systematic Study of Online Class Imbalance Learning with Concept Drift
- Mar 20 I2T2I: Learning Text to Image Synthesis with Textual Data Augmentation
- Mar 20 Empirical Analysis of the Necessary and Sufficient Conditions of the Echo State Property
- Mar 20 Towards a Quantum World Wide Web
- Mar 20 Automatic Text Summarization Approaches to Speed up Topic Model Learning Process
- Mar 20 Twitter100k: A Real-world Dataset for Weakly Supervised Cross-Media Retrieval
- Mar 20 Artificial Intelligence and Economic Theories
- Mar 20 Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning
- Mar 20 Evidence Updating for Stream-Processing in Big-Data: Robust Conditioning in Soft and Hard Fusion Environments
- Mar 20 Object category understanding via eye fixations on freehand sketches
- Mar 19 Native Language Identification using Stacked Generalization
- Mar 19 A Controlled Set-Up Experiment to Establish Personalized Baselines for Real-Life Emotion Recognition
- Mar 19 The Relationship Between Agnostic Selective Classification Active Learning and the Disagreement Coefficient
- Mar 19 Universal Consistency and Robustness of Localized Support Vector Machines
- Mar 19 Vision-based Real-Time Aerial Object Localization and Tracking for UAV Sensing System
- Mar 19 Detecting Oriented Text in Natural Images by Linking Segments
- Mar 17 Inference via low-dimensional couplings
- Mar 17 Global Entity Ranking Across Multiple Languages
- Mar 17 Nonconvex One-bit Single-label Multi-label Learning
- Mar 17 Modeling Relational Data with Graph Convolutional Networks
- Mar 17 PSF field learning based on Optimal Transport Distances
- Mar 17 Block CUR : Decomposing Large Distributed Matrices
- Mar 17 Online Learning for Offloading and Autoscaling in Energy Harvesting Mobile Edge Computing
- Mar 17 Approximation Complexity of Maximum A Posteriori Inference in Sum-Product Networks
- Mar 17 Pattern representation and recognition with accelerated analog neuromorphic systems
- Mar 17 Towards Diverse and Natural Image Descriptions via a Conditional GAN
- Mar 17 Color Orchestra: Ordering Color Palettes for Interpolation and Prediction
- Mar 17 Auxiliary Manifold Embedding for Fully Convolutional Networks
- Mar 17 Comparison of Different Methods for Tissue Segmentation in Histopathological Whole-Slide Images
- Mar 17 Implicit Gradient Neural Networks with a Positive-Definite Mass Matrix for Online Linear Equations Solving
- Mar 17 Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery
- Mar 17 Construction of a Japanese Word Similarity Dataset
- Mar 17 Computer Aided Detection of Anemia-like Pallor
- Mar 17 Learning Robust Visual-Semantic Embeddings
- Mar 17 Need for Speed: A Benchmark for Higher Frame Rate Object Tracking
- Mar 17 Empirical Evaluation of Parallel Training Algorithms on Acoustic Modeling
- Mar 17 DropRegion Training of Inception Font Network for High-Performance Chinese Font Recognition
- Mar 17 Understanding Traffic Density from Large-Scale Web Camera Data
- Mar 17 Towards Closing the Energy Gap Between HOG and CNN Features for Embedded Vision
- Mar 17 Temporal Information Extraction for Question Answering Using Syntactic Dependencies in an LSTM-based Architecture
- Mar 16 Causal Inference through the Method of Direct Estimation
- Mar 16 Adaptivity to Noise Parameters in Nonparametric Active Learning
- Mar 16 Conditional Accelerated Lazy Stochastic Gradient Descent
- Mar 16 Automatically identifying wild animals in camera trap images with deep learning
- Mar 16 Particle Value Functions
- Mar 16 Reservoir Computing and Extreme Learning Machines using Pairs of Cellular Automata Rules
- Mar 16 Low-rank and Sparse NMF for Joint Endmembers' Number Estimation and Blind Unmixing of Hyperspectral Images
- Mar 16 End-to-End Learning for Structured Prediction Energy Networks
- Mar 16 Fraternal Twins: Unifying Attacks on Machine Learning and Digital Watermarking
- Mar 16 The nature and origin of heavy tails in retweet activity
- Mar 16 Shift Aggregate Extract Networks
- Mar 16 Using Human Brain Activity to Guide Machine Learning
- Mar 16 Efficient Online Learning for Optimizing Value of Information: Theory and Application to Interactive Troubleshooting
- Mar 16 Minimax Regret Bounds for Reinforcement Learning
- Mar 15 Cost-complexity pruning of random forests
- Mar 15 A neural marker of obsessive-compulsive disorder from whole-brain functional connectivity
- Mar 15 Aggregation of Classifiers: A Justifiable Information Granularity Approach
- Mar 15 Machine learning approach for early detection of autism by combining questionnaire and home video screening
- Mar 15 A Pulse-Gated, Predictive Neural Circuit
- Mar 15 Experimental Quantum Hamiltonian Learning
- Mar 15 Many-body quantum state tomography with neural networks
- Mar 15 Neural Networks retrieving Boolean patterns in a sea of Gaussian ones
- Mar 15 Student-t Process Quadratures for Filtering of Non-Linear Systems with Heavy-Tailed Noise
- Mar 15 Student-t Process Quadratures for Filtering of Non-Linear Systems with Heavy-Tailed Noise
- Mar 15 Prototypical Networks for Few-shot Learning
- Mar 15 A New Unbiased and Efficient Class of LSH-Based Samplers and Estimators for Partition Function Computation in Log-Linear Models
- Mar 15 A Review on Flight Delay Prediction
- Mar 15 Astrophysics and Big Data: Challenges, Methods, and Tools
- Mar 15 Selective Harvesting over Networks
- Mar 15 Tuning Free Orthogonal Matching Pursuit
- Mar 15 Online Learning for Distribution-Free Prediction
- Mar 15 Deep learning with convolutional neural networks for brain mapping and decoding of movement-related information from the human EEG
- Mar 15 Fonduer: Knowledge Base Construction from Richly Formatted Data
- Mar 15 On the Importance of Super-Gaussian Speech Priors for Pre-Trained Speech Enhancement
- Mar 15 Label Stability in Multiple Instance Learning
- Mar 15 Transfer Learning by Asymmetric Image Weighting for Segmentation across Scanners
- Mar 15 Classification of COPD with Multiple Instance Learning
- Mar 15 Matched bipartite block model with covariates
- Mar 15 Resilience: A Criterion for Learning in the Presence of Arbitrary Outliers
- Mar 15 Ensemble of Neural Classifiers for Scoring Knowledge Base Triples
- Mar 15 Emergence of Grounded Compositional Language in Multi-Agent Populations
- Mar 15 Riemannian stochastic quasi-Newton algorithm with variance reduction and its convergence analysis
- Mar 15 Optimization for L1-Norm Error Fitting via Data Aggregation
- Mar 15 Budgeted Batch Bayesian Optimization With Unknown Batch Sizes
- Mar 14 A Random Finite Set Model for Data Clustering
- Mar 14 In Search of a Dataset for Handwritten Optical Music Recognition: Introducing MUSCIMA++
- Mar 14 Classification in biological networks with hypergraphlet kernels
- Mar 14 Neural Graph Machines: Learning Neural Networks Using Graphs
- Mar 14 Learned Optimizers that Scale and Generalize
- Mar 14 Network Constrained Distributed Dual Coordinate Ascent for Machine Learning
- Mar 14 Online Learning Rate Adaptation with Hypergradient Descent
- Mar 14 A statistical model for aggregating judgments by incorporating peer predictions
- Mar 14 Discriminate-and-Rectify Encoders: Learning from Image Transformation Sets
- Mar 11 Real-Time Machine Learning: The Missing Pieces
- Mar 8 Byzantine-Tolerant Machine Learning
- Mar 7 An investigation into machine learning approaches for forecasting spatio-temporal demand in ride-hailing service
- Mar 7 METAPHOR: Probability density estimation for machine learning based photometric redshifts
- Mar 4 A Statistical Machine Learning Approach to Yield Curve Forecasting
- Mar 4 Machine Learning Friendly Set Version of Johnson-Lindenstrauss Lemma
- Mar 4 A Machine-Learning Framework for Design for Manufacturability
- Mar 4 Machine Learning Applications in Estimating Transformer Loss of Life