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