Self-Supervised Learning

Consistent Explanations by Contrastive Learning CVPR 2022 Constrained Adaptive Projection with Pretrained Features for Anomaly Detection IJCAI 2022 Constrained Density Matching and Modeling for Cross-lingual Alignment of Contextualized Representations ACML 2022 Contact-Distil: Boosting Low Homologous Protein Contact Map Prediction by Self-Supervised Distillation AAAI 2022 ContentVec: An Improved Self-Supervised Speech Representation by Disentangling Speakers ICML 2022 Context-Aware Sequence Alignment Using 4D Skeletal Augmentation CVPR 2022 Context-Situated Pun Generation EMNLP 2022 Contextual Acoustic Barge-In Classification for Spoken Dialog Systems Interspeech 2022 Contextualized Spatio-Temporal Contrastive Learning With Self-Supervision CVPR 2022 ContIG: Self-Supervised Multimodal Contrastive Learning for Medical Imaging With Genetics CVPR 2022 Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation ACL 2022 Contrasting the landscape of contrastive and non-contrastive learning AISTATS 2022 Contrastive and Non-Contrastive Self-Supervised Learning Recover Global and Local Spectral Embedding Methods NeurIPS 2022 Contrastive Demonstration Tuning for Pre-trained Language Models EMNLP 2022 Contrastive Learning for Space-Time Correspondence via Self-Cycle Consistency CVPR 2022 Contrastive Learning from Extremely Augmented Skeleton Sequences for Self-Supervised Action Recognition AAAI 2022 Contrastive Learning of Medical Visual Representations from Paired Images and Text MLHC 2022 Contrastive Learning with Boosted Memorization ICML 2022 Contrastive Spatio-Temporal Pretext Learning for Self-Supervised Video Representation AAAI 2022 Contrastive Test-Time Adaptation CVPR 2022 Contrastive UCB: Provably Efficient Contrastive Self-Supervised Learning in Online Reinforcement Learning ICML 2022 Contrast To Divide: Self-Supervised Pre-Training for Learning With Noisy Labels WACV 2022 Controlling Conditional Language Models without Catastrophic Forgetting ICML 2022 Controlling the Focus of Pretrained Language Generation Models ACL 2022 Cooperative Self-training of Machine Reading Comprehension NAACL 2022