Representation Learning

A Dictionary Approach to Domain-Invariant Learning in Deep Networks NeurIPS 2020 A Discrete Variational Recurrent Topic Model without the Reparametrization Trick NeurIPS 2020 A Disentangling Invertible Interpretation Network for Explaining Latent Representations CVPR 2020 Advancing Multiple Instance Learning with Attention Modeling for Categorical Speech Emotion Recognition Interspeech 2020 Adversarial Attacks on Deep Graph Matching NeurIPS 2020 Adversarial Disentanglement with Grouped Observations AAAI 2020 Adversarial Latent Representation Learning for Speech Enhancement Interspeech 2020 Adversarial Learning of Privacy-Preserving and Task-Oriented Representations AAAI 2020 Adversarially Trained Multi-Singer Sequence-to-Sequence Singing Synthesizer Interspeech 2020 Adversarial Oracular Seq2seq Learning for Sequential Recommendation IJCAI 2020 Adversarial Semantic Decoupling for Recognizing Open-Vocabulary Slots EMNLP 2020 Adversarial Training for Code Retrieval with Question-Description Relevance Regularization EMNLP 2020 Affinity Graph Supervision for Visual Recognition CVPR 2020 A Flexible Latent Space Model for Multilayer Networks ICML 2020 A Forest from the Trees: Generation through Neighborhoods AAAI 2020 A Free-Energy Principle for Representation Learning ICML 2020 A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification EMNLP 2020 A General Framework for Consistent Structured Prediction with Implicit Loss Embeddings JMLR 2020 A general recurrent state space framework for modeling neural dynamics during decision-making ICML 2020 A Generative Model for Molecular Distance Geometry ICML 2020 A Graph Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction AAAI 2020 A Graph-based Interactive Reasoning for Human-Object Interaction Detection IJCAI 2020 A Graph Representation of Semi-structured Data for Web Question Answering COLING 2020 A Graph to Graphs Framework for Retrosynthesis Prediction ICML 2020 A Greedy Anytime Algorithm for Sparse PCA COLT 2020