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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

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