Representation Learning

Similarity of Neural Network Representations Revisited ICML 2019 Similarity Preserving Representation Learning for Time Series Clustering IJCAI 2019 Simple Attention-Based Representation Learning for Ranking Short Social Media Posts NAACL 2019 SimulCap : Single-View Human Performance Capture With Cloth Simulation CVPR 2019 Simultaneous Representation Learning and Clustering for Incomplete Multi-view Data IJCAI 2019 SimVecs: Similarity-Based Vectors for Utterance Representation in Conversational AI Systems CoNLL 2019 Sincerity in Acted Speech: Presenting the Sincere Apology Corpus and Results Interspeech 2019 Single-Image Piece-Wise Planar 3D Reconstruction via Associative Embedding CVPR 2019 Single Image Reflection Removal Beyond Linearity CVPR 2019 Single Training Dimension Selection for Word Embedding with PCA EMNLP 2019 Situational Fusion of Visual Representation for Visual Navigation ICCV 2019 Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory NAACL 2019 Slice-based Learning: A Programming Model for Residual Learning in Critical Data Slices NeurIPS 2019 Sliced Score Matching: A Scalable Approach to Density and Score Estimation UAI 2019 Sliced Wasserstein Auto-Encoders ICLR 2019 Sliced-Wasserstein Flows: Nonparametric Generative Modeling via Optimal Transport and Diffusions ICML 2019 Small ReLU networks are powerful memorizers: a tight analysis of memorization capacity NeurIPS 2019 SNR: Sub-Network Routing for Flexible Parameter Sharing in Multi-Task Learning AAAI 2019 Sobolev Independence Criterion NeurIPS 2019 Social Media-based User Embedding: A Literature Review IJCAI 2019 SoftRegex: Generating Regex from Natural Language Descriptions using Softened Regex Equivalence EMNLP 2019 SOLAR: Deep Structured Representations for Model-Based Reinforcement Learning ICML 2019 Solving graph compression via optimal transport NeurIPS 2019 Solving Interpretable Kernel Dimensionality Reduction NeurIPS 2019 SOM-VAE: Interpretable Discrete Representation Learning on Time Series ICLR 2019