Self-Supervised Learning

Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension ACL 2022 Learning Contrastive Multi-View Graphs for Recommendation (Student Abstract) AAAI 2022 Learning Dense Object Descriptors from Multiple Views for Low-shot Category Generalization NeurIPS 2022 Learning From Untrimmed Videos: Self-Supervised Video Representation Learning With Hierarchical Consistency CVPR 2022 Learning General World Models in a Handful of Reward-Free Deployments NeurIPS 2022 Learning neural audio features without supervision Interspeech 2022 Learning Pixel Trajectories With Multiscale Contrastive Random Walks CVPR 2022 Learning Program Representations for Food Images and Cooking Recipes CVPR 2022 Learning Symmetric Rules with SATNet NeurIPS 2022 Learning To Anticipate Future With Dynamic Context Removal CVPR 2022 Learning to Deblur Using Light Field Generated and Real Defocus Images CVPR 2022 Learning to Discover and Detect Objects NeurIPS 2022 Learning to Estimate and Refine Fluid Motion with Physical Dynamics ICML 2022 Learning to Estimate Object Poses without Real Image Annotations IJCAI 2022 Learning To Imagine: Diversify Memory for Incremental Learning Using Unlabeled Data CVPR 2022 Learning To Listen: Modeling Non-Deterministic Dyadic Facial Motion CVPR 2022 Learning to Separate Voices by Spatial Regions ICML 2022 Learning With Neighbor Consistency for Noisy Labels CVPR 2022 LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training EMNLP 2022 Let Invariant Rationale Discovery Inspire Graph Contrastive Learning ICML 2022 Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy CVPR 2022 Leveraging Pseudo-labeled Data to Improve Direct Speech-to-Speech Translation Interspeech 2022 Leveraging Unimodal Self-Supervised Learning for Multimodal Audio-Visual Speech Recognition ACL 2022 Lexi: Self-Supervised Learning of the UI Language EMNLP 2022 Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and Processes EMNLP 2022