Self-Supervised Learning

Reinforcement Learning with Prototypical Representations ICML 2021 Restore From Restored: Video Restoration With Pseudo Clean Video CVPR 2021 Rethinking 360deg Image Visual Attention Modelling With Unsupervised Learning. ICCV 2021 Rethinking Deep Image Prior for Denoising ICCV 2021 Right for the Right Concept: Revising Neuro-Symbolic Concepts by Interacting With Their Explanations CVPR 2021 Robust Audio-Visual Instance Discrimination CVPR 2021 Robust Representation Learning via Perceptual Similarity Metrics ICML 2021 RSPNet: Relative Speed Perception for Unsupervised Video Representation Learning AAAI 2021 S2VC: A Framework for Any-to-Any Voice Conversion with Self-Supervised Pretrained Representations Interspeech 2021 S3: Learnable Sparse Signal Superdensity for Guided Depth Estimation CVPR 2021 Safe Local Motion Planning With Self-Supervised Freespace Forecasting CVPR 2021 Sample efficient learning of image-based diagnostic classifiers via probabilistic labels AISTATS 2021 SARG: A Novel Semi Autoregressive Generator for Multi-turn Incomplete Utterance Restoration AAAI 2021 SciXGen: A Scientific Paper Dataset for Context-Aware Text Generation EMNLP 2021 Seeing Out of the Box: End-to-End Pre-Training for Vision-Language Representation Learning CVPR 2021 Segment, Mask, and Predict: Augmenting Chinese Word Segmentation with Self-Supervision EMNLP 2021 Self- and Pseudo-self-supervised Prediction of Speaker and Key-utterance for Multi-party Dialogue Reading Comprehension EMNLP 2021 SelfAugment: Automatic Augmentation Policies for Self-Supervised Learning CVPR 2021 SelfDoc: Self-Supervised Document Representation Learning CVPR 2021 Self-Guided Contrastive Learning for BERT Sentence Representations ACL 2021 SelfSAGCN: Self-Supervised Semantic Alignment for Graph Convolution Network CVPR 2021 Self-Supervised 3D Face Reconstruction via Conditional Estimation ICCV 2021 Self-Supervised 3D Mesh Reconstruction From Single Images CVPR 2021 Self-Supervised Attention-Aware Reinforcement Learning AAAI 2021 Self-Supervised Augmentation Consistency for Adapting Semantic Segmentation CVPR 2021