Representation Learning

Bootstrap Your Own Latent - A New Approach to Self-Supervised Learning NeurIPS 2020 Bridging Maximum Likelihood and Adversarial Learning via α-Divergence AAAI 2020 Can Automatic Post-Editing Improve NMT? EMNLP 2020 Can Embeddings Adequately Represent Medical Terminology? New Large-Scale Medical Term Similarity Datasets Have the Answer! AAAI 2020 Can We Learn Heuristics for Graphical Model Inference Using Reinforcement Learning? CVPR 2020 CaSPR: Learning Canonical Spatiotemporal Point Cloud Representations NeurIPS 2020 C-Flow: Conditional Generative Flow Models for Images and 3D Point Clouds CVPR 2020 Character-level Representations Improve DRS-based Semantic Parsing Even in the Age of BERT EMNLP 2020 CircleGAN: Generative Adversarial Learning across Spherical Circles NeurIPS 2020 Circle Loss: A Unified Perspective of Pair Similarity Optimization CVPR 2020 Classification with Rejection: Scaling Generative Classifiers with Supervised Deep Infomax IJCAI 2020 Closed-Loop Matters: Dual Regression Networks for Single Image Super-Resolution CVPR 2020 Cloth in the Wind: A Case Study of Physical Measurement Through Simulation CVPR 2020 ClusterFit: Improving Generalization of Visual Representations CVPR 2020 CoADNet: Collaborative Aggregation-and-Distribution Networks for Co-Salient Object Detection NeurIPS 2020 COBE: Contextualized Object Embeddings from Narrated Instructional Video NeurIPS 2020 CodeBERT: A Pre-Trained Model for Programming and Natural Languages EMNLP 2020 Coding Textual Inputs Boosts the Accuracy of Neural Networks EMNLP 2020 Coherent Reconstruction of Multiple Humans From a Single Image CVPR 2020 Combinational Class Activation Maps for Weakly Supervised Object Localization WACV 2020 Combining Subword Representations into Word-level Representations in the Transformer Architecture ACL 2020 CommonGen: A Constrained Text Generation Challenge for Generative Commonsense Reasoning EMNLP 2020 Compositional Demographic Word Embeddings EMNLP 2020 Compositional Generalization by Factorizing Alignment and Translation ACL 2020 Compositionality and Capacity in Emergent Languages ACL 2020