Contrastive Learning

Weakly Supervised Local-Global Relation Network for Facial Expression Recognition IJCAI 2020 What Makes for Good Views for Contrastive Learning? NeurIPS 2020 Words Aren’t Enough, Their Order Matters: On the Robustness of Grounding Visual Referring Expressions ACL 2020 Align, Attend and Locate: Chest X-Ray Diagnosis via Contrast Induced Attention Network With Limited Supervision ICCV 2019 A Theoretical Analysis of Contrastive Unsupervised Representation Learning ICML 2019 Attract or Distract: Exploit the Margin of Open Set ICCV 2019 Automatic Code Review by Learning the Revision of Source Code AAAI 2019 Context-Aware Emotion Recognition Networks ICCV 2019 Contrastive Adaptation Network for Unsupervised Domain Adaptation CVPR 2019 Contrastive Attention Mechanism for Abstractive Sentence Summarization EMNLP 2019 Contrastive Language Adaptation for Cross-Lingual Stance Detection 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 Graphical Contrastive Losses for Scene Graph Parsing CVPR 2019 Information Competing Process for Learning Diversified Representations NeurIPS 2019 Learning Determinantal Point Processes by Corrective Negative Sampling AISTATS 2019 Learning Perceptual Inference by Contrasting NeurIPS 2019 Learning Representations by Maximizing Mutual Information Across Views NeurIPS 2019 Learning to Make Analogies by Contrasting Abstract Relational Structure ICLR 2019 Multimodal and Multi-view Models for Emotion Recognition ACL 2019 Nonlinear ICA Using Auxiliary Variables and Generalized Contrastive Learning AISTATS 2019 Reducing Word Omission Errors in Neural Machine Translation: A Contrastive Learning Approach ACL 2019 Sparse Dictionary Learning by Dynamical Neural Networks ICLR 2019 Spatio-Temporal Attention Pooling for Audio Scene Classification Interspeech 2019 Transferable Contrastive Network for Generalized Zero-Shot Learning ICCV 2019