Contrastive Learning

Max-Margin Contrastive Learning AAAI 2022 mcBERT: Momentum Contrastive Learning with BERT for Zero-Shot Slot Filling Interspeech 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 MemREIN: Rein the Domain Shift for Cross-Domain Few-Shot Learning IJCAI 2022 Mere Contrastive Learning for Cross-Domain Sentiment Analysis COLING 2022 MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning ACL 2022 Meta-CQG: A Meta-Learning Framework for Complex Question Generation over Knowledge Bases COLING 2022 MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning NeurIPS 2022 MetAug: Contrastive Learning via Meta Feature Augmentation ICML 2022 MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation EMNLP 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 Mitigating the Inconsistency Between Word Saliency and Model Confidence with Pathological Contrastive Training ACL 2022 Mix and Localize: Localizing Sound Sources in Mixtures CVPR 2022 Modality-Adaptive Mixup and Invariant Decomposition for RGB-Infrared Person Re-identification AAAI 2022 Modeling Intra- and Inter-Modal Relations: Hierarchical Graph Contrastive Learning for Multimodal Sentiment Analysis COLING 2022 Modulated Contrast for Versatile Image Synthesis CVPR 2022 Molecular Contrastive Learning with Chemical Element Knowledge Graph AAAI 2022 Moment Matching Deep Contrastive Latent Variable Models AISTATS 2022 Momentum Contrastive Pre-training for Question Answering EMNLP 2022 Motion-Aware Contrastive Video Representation Learning via Foreground-Background Merging CVPR 2022