Self-Supervised Learning

Pose and Joint-Aware Action Recognition WACV 2022 Position Prediction as an Effective Pretraining Strategy ICML 2022 Pre-trained Token-replaced Detection Model as Few-shot Learner COLING 2022 Pre-Training Transformer Decoder for End-to-End ASR Model with Unpaired Speech Data Interspeech 2022 PRISM: Pre-trained Indeterminate Speaker Representation Model for Speaker Diarization and Speaker Verification Interspeech 2022 Probing BERT’s priors with serial reproduction chains ACL 2022 Probing phoneme, language and speaker information in unsupervised speech representations Interspeech 2022 ProGCL: Rethinking Hard Negative Mining in Graph Contrastive Learning ICML 2022 Programmatic Concept Learning for Human Motion Description and Synthesis CVPR 2022 Proof Artifact Co-Training for Theorem Proving with Language Models ICLR 2022 ProposalCLIP: Unsupervised Open-Category Object Proposal Generation via Exploiting CLIP Cues CVPR 2022 Proximity Enhanced Graph Neural Networks with Channel Contrast IJCAI 2022 Pseudo Label Is Better Than Human Label Interspeech 2022 Pyramid Attention For Source Code Summarization NeurIPS 2022 QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation EMNLP 2022 Quantifying Language Variation Acoustically with Few Resources NAACL 2022 Question Answering Infused Pre-training of General-Purpose Contextualized Representations ACL 2022 RCT: Random consistency training for semi-supervised sound event detection Interspeech 2022 Reasoning Like Program Executors EMNLP 2022 Recurrent Glimpse-Based Decoder for Detection With Transformer CVPR 2022 Reducing Catastrophic Forgetting in Self Organizing Maps with Internally-Induced Generative Replay (Student Abstract) AAAI 2022 Regularizing End-to-End Speech Translation with Triangular Decomposition Agreement AAAI 2022 Replacing Labeled Real-Image Datasets With Auto-Generated Contours CVPR 2022 Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination NeurIPS 2022 Rethinking Minimal Sufficient Representation in Contrastive Learning CVPR 2022