Contrastive Learning

RegionCLIP: Region-Based Language-Image Pretraining CVPR 2022 Region-level Contrastive and Consistency Learning for Semi-Supervised Semantic Segmentation IJCAI 2022 RelCLIP: Adapting Language-Image Pretraining for Visual Relationship Detection via Relational Contrastive Learning EMNLP 2022 Remember the Difference: Cross-Domain Few-Shot Semantic Segmentation via Meta-Memory Transfer CVPR 2022 RényiCL: Contrastive Representation Learning with Skew Rényi Divergence NeurIPS 2022 Repo4QA: Answering Coding Questions via Dense Retrieval on GitHub Repositories COLING 2022 Representation Learning for Maximization of MI, Nonlinear ICA and Nonlinear Subspaces with Robust Density Ratio Estimation JMLR 2022 Residual Contrastive Learning for Image Reconstruction: Learning Transferable Representations from Noisy Images IJCAI 2022 Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination NeurIPS 2022 Rethinking InfoNCE: How Many Negative Samples Do You Need? IJCAI 2022 Rethinking Minimal Sufficient Representation in Contrastive Learning CVPR 2022 Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling ACL 2022 Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance With Expanded Views CVPR 2022 Rethinking the Promotion Brought by Contrastive Learning to Semi-Supervised Node Classification IJCAI 2022 Rethinking Visual Geo-Localization for Large-Scale Applications CVPR 2022 Revisiting Consistency Regularization for Deep Partial Label Learning ICML 2022 Revisiting Contrastive Learning through the Lens of Neighborhood Component Analysis: an Integrated Framework ICML 2022 Revisiting Domain Generalized Stereo Matching Networks From a Feature Consistency Perspective CVPR 2022 Revisiting Graph Contrastive Learning from the Perspective of Graph Spectrum NeurIPS 2022 Revisit Overconfidence for OOD Detection: Reassigned Contrastive Learning with Adaptive Class-dependent Threshold NAACL 2022 Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models ACL 2022 RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering ACL 2022 Robust Contrastive Learning Against Noisy Views CVPR 2022 Robust Cross-Modal Representation Learning With Progressive Self-Distillation CVPR 2022 Robust Task-Oriented Dialogue Generation with Contrastive Pre-training and Adversarial Filtering EMNLP 2022