Contrastive Learning

Learning from the Dictionary: Heterogeneous Knowledge Guided Fine-tuning for Chinese Spell Checking EMNLP 2022 Learning From the Source Document: Unsupervised Abstractive Summarization EMNLP 2022 Learning From Untrimmed Videos: Self-Supervised Video Representation Learning With Hierarchical Consistency CVPR 2022 Learning Generalizable Part-based Feature Representation for 3D Point Clouds NeurIPS 2022 Learning Hierarchical Cross-Modal Association for Co-Speech Gesture Generation CVPR 2022 Learning Pixel Trajectories With Multiscale Contrastive Random Walks CVPR 2022 Learning Video Representations of Human Motion From Synthetic Data CVPR 2022 Let Invariant Rationale Discovery Inspire Graph Contrastive Learning ICML 2022 Lexical Knowledge Internalization for Neural Dialog Generation ACL 2022 Long Context Question Answering via Supervised Contrastive Learning NAACL 2022 Long-Short Temporal Contrastive Learning of Video Transformers CVPR 2022 MABEL: Attenuating Gender Bias using Textual Entailment Data EMNLP 2022 MAML is a Noisy Contrastive Learner in Classification ICLR 2022 Marginal Contrastive Correspondence for Guided Image Generation CVPR 2022 Max-Margin Contrastive Learning AAAI 2022 MCP: Self-supervised Pre-training for Personalized Chatbots with Multi-level Contrastive Sampling EMNLP 2022 MCSE: Multimodal Contrastive Learning of Sentence Embeddings NAACL 2022 MedCLIP: Contrastive Learning from Unpaired Medical Images and Text EMNLP 2022 Memory-Augmented Non-Local Attention for Video Super-Resolution CVPR 2022 MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning ACL 2022 MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning NeurIPS 2022 Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning NeurIPS 2022 MirrorAlign: A Super Lightweight Unsupervised Word Alignment Model via Cross-Lingual Contrastive Learning ACL 2022 Mitigating Contradictions in Dialogue Based on Contrastive Learning ACL 2022 Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning EMNLP 2022