Contrastive Learning

Self-supervised Co-Training for Video Representation Learning NeurIPS 2020 Structure Aware Negative Sampling in Knowledge Graphs EMNLP 2020 Supervised Contrastive Learning NeurIPS 2020 Temporal Contrastive Pretraining for Video Action Recognition WACV 2020 Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning EMNLP 2020 Unsupervised Reference-Free Summary Quality Evaluation via Contrastive Learning EMNLP 2020 Vector-Based Attentive Pooling for Text-Independent Speaker Verification Interspeech 2020 Weakly Supervised Local-Global Relation Network for Facial Expression Recognition IJCAI 2020 Words Aren’t Enough, Their Order Matters: On the Robustness of Grounding Visual Referring Expressions ACL 2020 Contrastive Adaptation Network for Unsupervised Domain Adaptation CVPR 2019 Contrastive Attention Mechanism for Abstractive Sentence Summarization EMNLP 2019 DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization AAAI 2019 Deep Metric Learning by Online Soft Mining and Class-Aware Attention AAAI 2019 Exploiting Coarse-to-Fine Task Transfer for Aspect-Level Sentiment Classification AAAI 2019 Graphical Contrastive Losses for Scene Graph Parsing CVPR 2019 Large Scale Question Paraphrase Retrieval with Smoothed Deep Metric Learning EMNLP 2019 Learning Alignment for Multimodal Emotion Recognition from Speech Interspeech 2019 Learning Perceptual Inference by Contrasting NeurIPS 2019 Learning Representations by Maximizing Mutual Information Across Views NeurIPS 2019 Reducing Word Omission Errors in Neural Machine Translation: A Contrastive Learning Approach ACL 2019 Adversarial Contrastive Estimation ACL 2018 Bidirectional Retrieval Made Simple CVPR 2018 Discriminative Feature Representation for Person Re-identification by Batch-contrastive Loss ACML 2018 Mask-Guided Contrastive Attention Model for Person Re-Identification CVPR 2018 PieAPP: Perceptual Image-Error Assessment Through Pairwise Preference CVPR 2018