Self-Supervised Learning

CILS at TSAR-2022 Shared Task: Investigating the Applicability of Lexical Substitution Methods for Lexical Simplification EMNLP 2022 Clip-Tuning: Towards Derivative-free Prompt Learning with a Mixture of Rewards EMNLP 2022 CogView2: Faster and Better Text-to-Image Generation via Hierarchical Transformers NeurIPS 2022 ConDor: Self-Supervised Canonicalization of 3D Pose for Partial Shapes CVPR 2022 Consistency Training with Virtual Adversarial Discrete Perturbation NAACL 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 Contextualized Spatio-Temporal Contrastive Learning With Self-Supervision CVPR 2022 Continual Learning through Retrieval and Imagination AAAI 2022 Continual Predictive Learning From Videos CVPR 2022 Contrastive and Non-Contrastive Self-Supervised Learning Recover Global and Local Spectral Embedding Methods NeurIPS 2022 Contrastive Dual Gating: Learning Sparse Features With Contrastive Learning CVPR 2022 Contrastive Learning for Space-Time Correspondence via Self-Cycle Consistency CVPR 2022 Contrastive Learning for Unsupervised Video Highlight Detection CVPR 2022 Contrastive Learning from Extremely Augmented Skeleton Sequences for Self-Supervised Action Recognition AAAI 2022 Contrastive Learning with Boosted Memorization ICML 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 Controllable Fake Document Infilling for Cyber Deception EMNLP 2022 CORE: A Retrieve-then-Edit Framework for Counterfactual Data Generation EMNLP 2022 Cost-Sensitive Self-Training for Optimizing Non-Decomposable Metrics NeurIPS 2022 Crafting Better Contrastive Views for Siamese Representation Learning CVPR 2022 Cross-Architecture Self-Supervised Video Representation Learning CVPR 2022