Contrastive Learning

AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations From Self-Trained Negative Adversaries CVPR 2021 Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast EMNLP 2021 Aligning Pretraining for Detection via Object-Level Contrastive Learning NeurIPS 2021 An Attention Self-Supervised Contrastive Learning Based Three-Stage Model for Hand Shape Feature Representation in Cued Speech Interspeech 2021 Anti-Aliasing Semantic Reconstruction for Few-Shot Semantic Segmentation CVPR 2021 Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval ICLR 2021 Artistic Style Transfer with Internal-external Learning and Contrastive Learning NeurIPS 2021 Attention-based Contrastive Learning for Winograd Schemas EMNLP 2021 Audio-Visual Instance Discrimination with Cross-Modal Agreement CVPR 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 Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Word Embeddings and the Implications to Representation Learning AAAI 2021 CLCC: Contrastive Learning for Color Constancy CVPR 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 Co-Attention for Conditioned Image Matching CVPR 2021 CoCoNets: Continuous Contrastive 3D Scene Representations CVPR 2021 CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding ICLR 2021 Collaborative Unsupervised Visual Representation Learning From Decentralized Data ICCV 2021 Complementary Relation Contrastive Distillation CVPR 2021 Compressed Video Contrastive Learning NeurIPS 2021 Constructing contrastive samples via summarization for text classification with limited annotations EMNLP 2021