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contrastive learning

4032 papers

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Also known as

CL

Co-occurring keywords

representation learning (6206) self-supervised learning (3777) multimodal learning (4645) unsupervised learning (3264) graph neural network (3962) vision-language model (2348) zero-shot learning (3650) domain adaptation (4595) large language model (13587) transfer learning (5449)

Papers

Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance With Expanded Views CVPR 2022
SelF-Eval: Self-supervised Fine-grained Dialogue Evaluation COLING 2022
DialAug: Mixing up Dialogue Contexts in Contrastive Learning for Robust Conversational Modeling COLING 2022
Locally Normalized Soft Contrastive Clustering for Compact Clusters IJCAI 2022
Contrastive Multi-view Hyperbolic Hierarchical Clustering IJCAI 2022
Unleashing Potential of Unsupervised Pre-Training With Intra-Identity Regularization for Person Re-Identification CVPR 2022
Rethinking Minimal Sufficient Representation in Contrastive Learning CVPR 2022
Domain Generalization for Text Classification with Memory-Based Supervised Contrastive Learning COLING 2022
Unsupervised Voice-Face Representation Learning by Cross-Modal Prototype Contrast IJCAI 2022
Effective Conditioned and Composed Image Retrieval Combining CLIP-Based Features CVPR 2022
Structural Contrastive Representation Learning for Zero-shot Multi-label Text Classification EMNLP 2022
Does Representational Fairness Imply Empirical Fairness? AACL 2022
CSS: Combining Self-training and Self-supervised Learning for Few-shot Dialogue State Tracking AACL 2022
Expanding Low-Density Latent Regions for Open-Set Object Detection CVPR 2022
Versatile Multi-Modal Pre-Training for Human-Centric Perception CVPR 2022
Contextualized Spatio-Temporal Contrastive Learning With Self-Supervision CVPR 2022
Contrastive Dual Gating: Learning Sparse Features With Contrastive Learning CVPR 2022
Contrastive Inductive Bias Controlling Networks for Reinforcement Learning ACML 2022
Constrained Contrastive Reinforcement Learning ACML 2022
Active Contrastive Set Mining for Robust Audio-Visual Instance Discrimination IJCAI 2022
Textual Enhanced Contrastive Learning for Solving Math Word Problems EMNLP 2022
CLIP-Event: Connecting Text and Images With Event Structures CVPR 2022
Contrastive Decision Transformers CORL 2022
Proximity Enhanced Graph Neural Networks with Channel Contrast IJCAI 2022
CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning IJCAI 2022