Contrastive Learning

MuCoT: Multilingual Contrastive Training for Question-Answering in Low-resource Languages ACL 2022 Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning NeurIPS 2022 Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders EMNLP 2022 Multi-Level Feature Learning for Contrastive Multi-View Clustering CVPR 2022 Multilingual Molecular Representation Learning via Contrastive Pre-training ACL 2022 Multi-Marginal Contrastive Learning for Multi-Label Subcellular Protein Localization CVPR 2022 Multimodal Adversarially Learned Inference with Factorized Discriminators AAAI 2022 Multi-Modal Alignment Using Representation Codebook CVPR 2022 Multimodal Contrastive Learning via Uni-Modal Coding and Cross-Modal Prediction for Multimodal Sentiment Analysis EMNLP 2022 Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts NeurIPS 2022 Multi-modal Contrastive Representation Learning for Entity Alignment COLING 2022 Multi-Modal Multi-Correlation Learning for Audio-Visual Speech Separation Interspeech 2022 Multi-Tenant Optimization For Few-Shot Task-Oriented FAQ Retrieval EMNLP 2022 Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem EMNLP 2022 Multi-view Unsupervised Graph Representation Learning IJCAI 2022 Mutual Contrastive Learning for Visual Representation Learning AAAI 2022 Mutual Nearest Neighbor Contrast and Hybrid Prototype Self-Training for Universal Domain Adaptation AAAI 2022 Mutual Quantization for Cross-Modal Search With Noisy Labels CVPR 2022 Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text Retrieval NAACL 2022 Neighborhood Consensus Contrastive Learning for Backward-Compatible Representation AAAI 2022 Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings EMNLP 2022 Neural Machine Translation with Contrastive Translation Memories EMNLP 2022 Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs NeurIPS 2022 New Intent Discovery with Pre-training and Contrastive Learning ACL 2022 Node Representation Learning in Graph via Node-to-Neighbourhood Mutual Information Maximization CVPR 2022