Self-Supervised Learning

SLADE: A Self-Training Framework for Distance Metric Learning CVPR 2021 SLAPS: Self-Supervision Improves Structure Learning for Graph Neural Networks NeurIPS 2021 SLIM: Self-Supervised LiDAR Scene Flow and Motion Segmentation ICCV 2021 SMURF: Self-Teaching Multi-Frame Unsupervised RAFT With Full-Image Warping CVPR 2021 Social NCE: Contrastive Learning of Socially-Aware Motion Representations ICCV 2021 SOLD2: Self-Supervised Occlusion-Aware Line Description and Detection CVPR 2021 Solving Inefficiency of Self-Supervised Representation Learning ICCV 2021 SongMASS: Automatic Song Writing with Pre-training and Alignment Constraint AAAI 2021 Source-Free Domain Adaptation for Semantic Segmentation CVPR 2021 Source-free Domain Adaptation via Avatar Prototype Generation and Adaptation IJCAI 2021 Space-Time Crop & Attend: Improving Cross-Modal Video Representation Learning ICCV 2021 Spatially Consistent Representation Learning CVPR 2021 Spatially Structured Recurrent Modules ICLR 2021 Spatial Temporal Enhanced Contrastive and Pretext Learning for Skeleton-based Action Representation ACML 2021 Spatiotemporal Contrastive Video Representation Learning CVPR 2021 Spatiotemporal Graph Neural Network based Mask Reconstruction for Video Object Segmentation AAAI 2021 Spatio-Temporal Self-Supervised Representation Learning for 3D Point Clouds ICCV 2021 Speaker Diarization as a Fully Online Bandit Learning Problem in MiniVox ACML 2021 SpecRec: An Alternative Solution for Improving End-to-End Speech-to-Text Translation via Spectrogram Reconstruction Interspeech 2021 Speech Emotion Recognition via Multi-Level Cross-Modal Distillation Interspeech 2021 Speech Representation Learning Combining Conformer CPC with Deep Cluster for the ZeroSpeech Challenge 2021 Interspeech 2021 Speech Resynthesis from Discrete Disentangled Self-Supervised Representations Interspeech 2021 Speech SimCLR: Combining Contrastive and Reconstruction Objective for Self-Supervised Speech Representation Learning Interspeech 2021 SpellBERT: A Lightweight Pretrained Model for Chinese Spelling Check EMNLP 2021 SPLAT: Speech-Language Joint Pre-Training for Spoken Language Understanding NAACL 2021