Self-Supervised Learning

Refine Myself by Teaching Myself: Feature Refinement via Self-Knowledge Distillation CVPR 2021 Reflective Decoding: Beyond Unidirectional Generation with Off-the-Shelf Language Models ACL 2021 Region Similarity Representation Learning ICCV 2021 Regularizing Nighttime Weirdness: Efficient Self-Supervised Monocular Depth Estimation in the Dark ICCV 2021 Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in a First-person Simulated 3D Environment IJCAI 2021 Reinforcement Learning with Prototypical Representations ICML 2021 Relating Neural Text Degeneration to Exposure Bias EMNLP 2021 Relational Classification of Biological Cells in Microscopy Images AAAI 2021 Relational Embedding for Few-Shot Classification ICCV 2021 Relighting Images in the Wild With a Self-Supervised Siamese Auto-Encoder WACV 2021 REMIPS: Physically Consistent 3D Reconstruction of Multiple Interacting People under Weak Supervision NeurIPS 2021 Removing Adversarial Noise in Class Activation Feature Space ICCV 2021 Removing the Background by Adding the Background: Towards Background Robust Self-Supervised Video Representation Learning CVPR 2021 Representation Learning for Sequence Data with Deep Autoencoding Predictive Components ICLR 2021 Representation Learning From Videos In-the-Wild: An Object-Centric Approach WACV 2021 Representation Learning via Global Temporal Alignment and Cycle-Consistency CVPR 2021 Representation Learning via Invariant Causal Mechanisms ICLR 2021 Representation Matters: Offline Pretraining for Sequential Decision Making ICML 2021 Repurposing GANs for One-Shot Semantic Part Segmentation CVPR 2021 Residual Energy-Based Models for End-to-End Speech Recognition Interspeech 2021 Residual Relaxation for Multi-view Representation Learning NeurIPS 2021 ReSkin: versatile, replaceable, lasting tactile skins CoRL 2021 ResPer: Computationally Modelling Resisting Strategies in Persuasive Conversations EACL 2021 ReSSL: Relational Self-Supervised Learning with Weak Augmentation NeurIPS 2021 Restore From Restored: Video Restoration With Pseudo Clean Video CVPR 2021