Representation Learning

Building Location Embeddings from Physical Trajectories and Textual Representations AACL 2020 Building powerful and equivariant graph neural networks with structural message-passing NeurIPS 2020 BUT Text-Dependent Speaker Verification System for SdSV Challenge 2020 Interspeech 2020 Byte Pair Encoding is Suboptimal for Language Model Pretraining EMNLP 2020 Can Increasing Input Dimensionality Improve Deep Reinforcement Learning? ICML 2020 Can Knowledge Graph Embeddings Tell Us What Fact-checked Claims Are About? EMNLP 2020 Can Temporal-Difference and Q-Learning Learn Representation? A Mean-Field Theory NeurIPS 2020 Capturing Sentence Relations for Answer Sentence Selection with Multi-Perspective Graph Encoding AAAI 2020 CaSPR: Learning Canonical Spatiotemporal Point Cloud Representations NeurIPS 2020 CASTER: Predicting Drug Interactions with Chemical Substructure Representation AAAI 2020 CASTLE: Regularization via Auxiliary Causal Graph Discovery NeurIPS 2020 Catching Attention with Automatic Pull Quote Selection COLING 2020 Categorisation, Typicality & Object-Specific Features in Spatial Referring Expressions EMNLP 2020 Category-Level Articulated Object Pose Estimation CVPR 2020 Causal Feature Learning for Utility-Maximizing Agents PGM 2020 Causally Denoise Word Embeddings Using Half-Sibling Regression AAAI 2020 CCA-Flow: Deep Multi-view Subspace Learning with Inverse Autoregressive Flow ACML 2020 CCAligned: A Massive Collection of Cross-Lingual Web-Document Pairs EMNLP 2020 CFGNN: Cross Flow Graph Neural Networks for Question Answering on Complex Tables AAAI 2020 Chained Representation Cycling: Learning to Estimate 3D Human Pose and Shape by Cycling Between Representations AAAI 2020 Channel Attention Is All You Need for Video Frame Interpolation AAAI 2020 Channel-Level Variable Quantization Network for Deep Image Compression IJCAI 2020 Channel-Wise Subband Input for Better Voice and Accompaniment Separation on High Resolution Music Interspeech 2020 Character aware models with similarity learning for metaphor detection ACL 2020 Characterizing Dynamic Word Meaning Representations in the Brain COLING 2020