self-supervised learning

Towards Unsupervised Phone and Word Segmentation Using Self-Supervised Vector-Quantized Neural Networks Interspeech 2021 Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models EMNLP 2021 Toward Understanding the Feature Learning Process of Self-supervised Contrastive Learning ICML 2021 “Train one, Classify one, Teach one” - Cross-surgery transfer learning for surgical step recognition MIDL 2021 TravelNet: Self-Supervised Physically Plausible Hand Motion Learning From Monocular Color Images ICCV 2021 TTT++: When Does Self-Supervised Test-Time Training Fail or Thrive? NeurIPS 2021 Tune-In: Training Under Negative Environments with Interference for Attention Networks Simulating Cocktail Party Effect AAAI 2021 Understanding the World Through Action CoRL 2021 UniDoc: Unified Pretraining Framework for Document Understanding NeurIPS 2021 UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data ICML 2021 Unsupervised constrained community detection via self-expressive graph neural network UAI 2021 Unsupervised Co-part Segmentation through Assembly ICML 2021 Unsupervised Cross-Lingual Representation Learning for Speech Recognition Interspeech 2021 Unsupervised Discovery of the Long-Tail in Instance Segmentation Using Hierarchical Self-Supervision CVPR 2021 Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination CVPR 2021 Unsupervised Multimodal Video-to-Video Translation via Self-Supervised Learning WACV 2021 Unsupervised Part Segmentation Through Disentangling Appearance and Shape CVPR 2021 Unsupervised Pronoun Resolution via Masked Noun-Phrase Prediction ACL 2021 Unsupervised Representation Learning via Neural Activation Coding ICML 2021 Unsupervised Representation Transfer for Small Networks: I Believe I Can Distill On-the-Fly NeurIPS 2021 Unsupervised Speech Recognition NeurIPS 2021 Unsupervised Video Representation Learning by Bidirectional Feature Prediction WACV 2021 Unsupervised Visual Attention and Invariance for Reinforcement Learning CVPR 2021 Unsupervised Visual Representation Learning by Tracking Patches in Video CVPR 2021 UP-DETR: Unsupervised Pre-Training for Object Detection With Transformers CVPR 2021