Contrastive Learning

Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling EMNLP 2021 C3-SemiSeg: Contrastive Semi-Supervised Segmentation via Cross-Set Learning and Dynamic Class-Balancing ICCV 2021 Camera-Aware Proxies for Unsupervised Person Re-Identification AAAI 2021 Can contrastive learning avoid shortcut solutions? NeurIPS 2021 CASTing Your Model: Learning To Localize Improves Self-Supervised Representations CVPR 2021 CATE: A Contrastive Pre-trained Model for Metaphor Detection with Semi-supervised Learning EMNLP 2021 CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction ACL 2021 CIMON: Towards High-quality Hash Codes IJCAI 2021 CLAR: Contrastive Learning of Auditory Representations AISTATS 2021 CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks EMNLP 2021 CLCC: Contrastive Learning for Color Constancy CVPR 2021 CLDA: Contrastive Learning for Semi-Supervised Domain Adaptation NeurIPS 2021 CLEVE: Contrastive Pre-training for Event Extraction ACL 2021 CLIFF: Contrastive Learning for Improving Faithfulness and Factuality in Abstractive Summarization EMNLP 2021 CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding ACL 2021 CLOCS: Contrastive Learning of Cardiac Signals Across Space, Time, and Patients ICML 2021 Clustering by Maximizing Mutual Information Across Views ICCV 2021 CO2: Consistent Contrast for Unsupervised Visual Representation Learning ICLR 2021 COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining NeurIPS 2021 CoCoNets: Continuous Contrastive 3D Scene Representations CVPR 2021 COHESIV: Contrastive Object and Hand Embedding Segmentation In Video NeurIPS 2021 CoLA: Weakly-Supervised Temporal Action Localization With Snippet Contrastive Learning CVPR 2021 CoMatch: Semi-Supervised Learning With Contrastive Graph Regularization ICCV 2021 Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning ACL 2021 Complementary Relation Contrastive Distillation CVPR 2021