Self-Supervised Learning

PsyNet: Self-Supervised Approach to Object Localization Using Point Symmetric Transformation AAAI 2020 PTUM: Pre-training User Model from Unlabeled User Behaviors via Self-supervision EMNLP 2020 PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models CVPR 2020 Pushing the Limits of AMR Parsing with Self-Learning EMNLP 2020 QuASE: Question-Answer Driven Sentence Encoding ACL 2020 Rception: Wide and Deep Interaction Networks for Machine Reading Comprehension (Student Abstract) AAAI 2020 Realistic Face Reenactment via Self-Supervised Disentangling of Identity and Pose AAAI 2020 Real-World Person Re-Identification via Degradation Invariance Learning CVPR 2020 RecoBERT: A Catalog Language Model for Text-Based Recommendations EMNLP 2020 Recurrent babbling: evaluating the acquisition of grammar from limited input data CoNLL 2020 Recursive Social Behavior Graph for Trajectory Prediction CVPR 2020 Refactoring Policy for Compositional Generalizability using Self-Supervised Object Proposals NeurIPS 2020 Regularizing Towards Permutation Invariance In Recurrent Models NeurIPS 2020 Reinforcement-Learning Based Portfolio Management with Augmented Asset Movement Prediction States AAAI 2020 Reinforcement Learning with Videos: Combining Offline Observations with Interaction CoRL 2020 Relational Graph Neural Network with Hierarchical Attention for Knowledge Graph Completion AAAI 2020 Relation-aware Graph Attention Networks with Relational Position Encodings for Emotion Recognition in Conversations EMNLP 2020 Release the Power of Online-Training for Robust Visual Tracking AAAI 2020 Re-solve it: simulating the acquisition of core semantic competences from small data CoNLL 2020 Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation ACL 2020 Response Selection for Multi-Party Conversations with Dynamic Topic Tracking EMNLP 2020 Re-Thinking LiDAR-Stereo Fusion Frameworks (Student Abstract) AAAI 2020 Rethinking Pre-training and Self-training NeurIPS 2020 Rethinking the Value of Labels for Improving Class-Imbalanced Learning NeurIPS 2020 Retrofitting Structure-aware Transformer Language Model for End Tasks EMNLP 2020