Contrastive Learning

Learning To Filter: Siamese Relation Network for Robust Tracking CVPR 2021 Learning to Rank Question Answer Pairs with Bilateral Contrastive Data Augmentation EMNLP 2021 Learning Transferable Features for Point Cloud Detection via 3D Contrastive Co-training NeurIPS 2021 Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization CVPR 2021 Learning with Instance Bundles for Reading Comprehension EMNLP 2021 Lightweight Cross-Lingual Sentence Representation Learning ACL 2021 Localizing Visual Sounds the Hard Way CVPR 2021 Long Short View Feature Decomposition via Contrastive Video Representation Learning ICCV 2021 Minimally Invasive Surgery for Sparse Neural Networks in Contrastive Manner CVPR 2021 Mining Better Samples for Contrastive Learning of Temporal Correspondence CVPR 2021 MiSS@WMT21: Contrastive Learning-reinforced Domain Adaptation in Neural Machine Translation EMNLP 2021 Model-Contrastive Federated Learning CVPR 2021 Mol2Image: Improved Conditional Flow Models for Molecule to Image Synthesis CVPR 2021 MOTIF-Driven Contrastive Learning of Graph Representations AAAI 2021 Multi-Channel Speaker Verification for Single and Multi-Talker Speech Interspeech 2021 Multimodal Contrastive Training for Visual Representation Learning CVPR 2021 Multi-Objective Interpolation Training for Robustness To Label Noise CVPR 2021 Multi-stage Training with Improved Negative Contrast for Neural Passage Retrieval EMNLP 2021 Negative Data Augmentation ICLR 2021 Neighborhood Contrastive Learning for Novel Class Discovery CVPR 2021 NeuralAC: Learning Cooperation and Competition Effects for Match Outcome Prediction AAAI 2021 Not All Negatives are Equal: Label-Aware Contrastive Loss for Fine-grained Text Classification EMNLP 2021 Nuc2Vec: Learning Representations of Nuclei in Histopathology Images with Contrastive Loss MIDL 2021 On Equivariant and Invariant Learning of Object Landmark Representations ICCV 2021 On Learning Universal Representations Across Languages ICLR 2021