Contrastive Learning

Pairwise Supervised Contrastive Learning of Sentence Representations EMNLP 2021 Partially View-Aligned Representation Learning With Noise-Robust Contrastive Loss CVPR 2021 Pre-training Text-to-Text Transformers for Concept-centric Common Sense ICLR 2021 Progressive Unsupervised Learning for Visual Object Tracking CVPR 2021 PSSM-Distil: Protein Secondary Structure Prediction (PSSP) on Low-Quality PSSM by Knowledge Distillation with Contrastive Learning AAAI 2021 PTN: A Poisson Transfer Network for Semi-supervised Few-shot Learning AAAI 2021 Quasi-Dense Similarity Learning for Multiple Object Tracking CVPR 2021 Reconsidering Representation Alignment for Multi-View Clustering CVPR 2021 Representation Learning via Global Temporal Alignment and Cycle-Consistency CVPR 2021 Return-Based Contrastive Representation Learning for Reinforcement Learning ICLR 2021 Robust Audio-Visual Instance Discrimination CVPR 2021 Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup ACL 2021 SeCo: Exploring Sequence Supervision for Unsupervised Representation Learning AAAI 2021 Self-Guided Contrastive Learning for BERT Sentence Representations ACL 2021 SelfReg: Self-Supervised Contrastive Regularization for Domain Generalization ICCV 2021 Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering EMNLP 2021 Self-supervised Pre-training and Contrastive Representation Learning for Multiple-choice Video QA AAAI 2021 Self-Supervised Video Representation Learning by Context and Motion Decoupling CVPR 2021 Semi-Supervised Action Recognition With Temporal Contrastive Learning CVPR 2021 Semi-supervised Intent Discovery with Contrastive Learning EMNLP 2021 Semi-Supervised Semantic Segmentation With Directional Context-Aware Consistency CVPR 2021 Separating Skills and Concepts for Novel Visual Question Answering CVPR 2021 Sequence-to-Sequence Contrastive Learning for Text Recognition CVPR 2021 Source-free Domain Adaptation via Avatar Prototype Generation and Adaptation IJCAI 2021 Spatially Consistent Representation Learning CVPR 2021