Contrastive Learning

Unleashing Potential of Unsupervised Pre-Training With Intra-Identity Regularization for Person Re-Identification CVPR 2022 Un-mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning AAAI 2022 Unpaired Deep Image Deraining Using Dual Contrastive Learning CVPR 2022 Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval ACL 2022 Unsupervised Deraining: Where Contrastive Learning Meets Self-Similarity CVPR 2022 Unsupervised Domain Generalization by Learning a Bridge Across Domains CVPR 2022 Unsupervised Representation for Semantic Segmentation by Implicit Cycle-Attention Contrastive Learning AAAI 2022 Unsupervised Vision-Language Parsing: Seamlessly Bridging Visual Scene Graphs With Language Structures via Dependency Relationships CVPR 2022 Use All the Labels: A Hierarchical Multi-Label Contrastive Learning Framework CVPR 2022 UTC: A Unified Transformer With Inter-Task Contrastive Learning for Visual Dialog CVPR 2022 Utilizing Cross-Modal Contrastive Learning to Improve Item Categorization BERT Model ACL 2022 Variable-rate hierarchical CPC leads to acoustic unit discovery in speech NeurIPS 2022 Versatile Multi-Modal Pre-Training for Human-Centric Perception CVPR 2022 Video-Text Representation Learning via Differentiable Weak Temporal Alignment CVPR 2022 Virtual Augmentation Supported Contrastive Learning of Sentence Representations ACL 2022 Vision-Language Pre-Training With Triple Contrastive Learning CVPR 2022 ViSTA: Vision and Scene Text Aggregation for Cross-Modal Retrieval CVPR 2022 Weakly Supervised Temporal Sentence Grounding With Gaussian-Based Contrastive Proposal Learning CVPR 2022 Weakly Supervised Video Moment Localization with Contrastive Negative Sample Mining AAAI 2022 When Does Contrastive Visual Representation Learning Work? CVPR 2022 Why do We Need Large Batchsizes in Contrastive Learning? A Gradient-Bias Perspective NeurIPS 2022 You Only Cut Once: Boosting Data Augmentation with a Single Cut ICML 2022 3D Human Action Representation Learning via Cross-View Consistency Pursuit CVPR 2021 Accelerating Ecological Sciences from Above: Spatial Contrastive Learning for Remote Sensing AAAI 2021 Active Learning by Acquiring Contrastive Examples EMNLP 2021