Contrastive Learning

Dual-Curriculum Contrastive Multi-Instance Learning for Cancer Prognosis Analysis with Whole Slide Images NeurIPS 2022 Dual-Head Contrastive Domain Adaptation for Video Action Recognition WACV 2022 Dual Temperature Helps Contrastive Learning Without Many Negative Samples: Towards Understanding and Simplifying MoCo CVPR 2022 EASE: Entity-Aware Contrastive Learning of Sentence Embedding NAACL 2022 Effective Conditioned and Composed Image Retrieval Combining CLIP-Based Features CVPR 2022 Efficient Document Retrieval by End-to-End Refining and Quantizing BERT Embedding with Contrastive Product Quantization EMNLP 2022 Efficient Non-local Contrastive Attention for Image Super-resolution AAAI 2022 Embed and Emulate: Learning to estimate parameters of dynamical systems with uncertainty quantification NeurIPS 2022 En-Compactness: Self-Distillation Embedding & Contrastive Generation for Generalized Zero-Shot Learning CVPR 2022 Energy-Based Contrastive Learning of Visual Representations NeurIPS 2022 English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings EMNLP 2022 Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble EMNLP 2022 ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding COLING 2022 Estimating Fine-Grained Noise Model via Contrastive Learning CVPR 2022 Evaluating Graph Generative Models with Contrastively Learned Features NeurIPS 2022 E-VarM: Enhanced Variational Word Masks to Improve the Interpretability of Text Classification Models COLING 2022 Evidential Neighborhood Contrastive Learning for Universal Domain Adaptation AAAI 2022 Expanding Low-Density Latent Regions for Open-Set Object Detection CVPR 2022 Explanation Graph Generation via Pre-trained Language Models: An Empirical Study with Contrastive Learning ACL 2022 Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding ACL 2022 Extreme Zero-Shot Learning for Extreme Text Classification NAACL 2022 Facilitating Contrastive Learning of Discourse Relational Senses by Exploiting the Hierarchy of Sense Relations EMNLP 2022 Fair Contrastive Learning for Facial Attribute Classification CVPR 2022 FCGCL: Fine- and Coarse-Granularity Contrastive Learning for Speech Translation EMNLP 2022 Federated Learning from Pre-Trained Models: A Contrastive Learning Approach NeurIPS 2022