Representation Learning

Self-Supervised Learning of Appliance Usage ICLR 2020 Self-Supervised Learning of Pretext-Invariant Representations CVPR 2020 Self-Supervised MultiModal Versatile Networks NeurIPS 2020 Self-Supervised Relational Reasoning for Representation Learning NeurIPS 2020 Self-Supervised Relationship Probing NeurIPS 2020 Semantically-Aligned Universal Tree-Structured Solver for Math Word Problems EMNLP 2020 Semantic-Guided Shared Feature Alignment for Occluded Person Re-IDentification ACML 2020 Semantic Label Smoothing for Sequence to Sequence Problems EMNLP 2020 Semantic Role Labeling with Heterogeneous Syntactic Knowledge COLING 2020 Semantics-Aligned Representation Learning for Person Re-Identification AAAI 2020 Semantics- and Syntax-Related Subvectors in the Skip-Gram Embeddings (Student Abstract) AAAI 2020 SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection SemEval 2020 Semi-Dynamic Hypergraph Neural Network for 3D Pose Estimation IJCAI 2020 Semiparametric Nonlinear Bipartite Graph Representation Learning with Provable Guarantees ICML 2020 Semi-supervised Autoencoding Projective Dependency Parsing COLING 2020 Semi-supervised Contextual Historical Text Normalization ACL 2020 Semi-supervised Formality Style Transfer using Language Model Discriminator and Mutual Information Maximization EMNLP 2020 Semi-Supervised Multi-Modal Learning with Balanced Spectral Decomposition AAAI 2020 Semi-Supervised Self-Produced Speech Enhancement and Suppression Based on Joint Source Modeling of Air- and Body-Conducted Signals Using Variational Autoencoder Interspeech 2020 Sentiment Analysis of Tweets using Heterogeneous Multi-layer Network Representation and Embedding EMNLP 2020 Separate in Latent Space: Unsupervised Single Image Layer Separation AAAI 2020 Seq2Edits: Sequence Transduction Using Span-level Edit Operations EMNLP 2020 Sequence Generation with Optimal-Transport-Enhanced Reinforcement Learning AAAI 2020 Sequence-Level Mixed Sample Data Augmentation EMNLP 2020 Sequence to Multi-Sequence Learning via Conditional Chain Mapping for Mixture Signals NeurIPS 2020