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contrastive learning

3979 papers

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Also known as

CL

Co-occurring keywords

representation learning (6174) self-supervised learning (3751) multimodal learning (4622) unsupervised learning (3255) graph neural network (3945) vision-language model (2235) zero-shot learning (3637) domain adaptation (4578) large language model (12755) transfer learning (5442)

Papers

Enhancing Unsupervised Video Representation Learning by Decoupling the Scene and the Motion AAAI 2021
Matching-oriented Embedding Quantization For Ad-hoc Retrieval EMNLP 2021
Contrastive Code Representation Learning EMNLP 2021
Contrastive Transformation for Self-supervised Correspondence Learning AAAI 2021
Novelty Detection via Contrastive Learning with Negative Data Augmentation IJCAI 2021
CSGNN: Contrastive Self-Supervised Graph Neural Network for Molecular Interaction Prediction IJCAI 2021
NegatER: Unsupervised Discovery of Negatives in Commonsense Knowledge Bases EMNLP 2021
Distilling Localization for Self-Supervised Representation Learning AAAI 2021
Personalized Trajectory Prediction via Distribution Discrimination ICCV 2021
SelfReg: Self-Supervised Contrastive Regularization for Domain Generalization ICCV 2021
Contrasting Contrastive Self-Supervised Representation Learning Pipelines ICCV 2021
Group-Aware Contrastive Regression for Action Quality Assessment ICCV 2021
Contrast and Classify: Training Robust VQA Models ICCV 2021
InfoMax-GAN: Improved Adversarial Image Generation via Information Maximization and Contrastive Learning WACV 2021
ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning ACL 2021
Time-Equivariant Contrastive Video Representation Learning ICCV 2021
One-Shot Image Recognition Using Prototypical Encoders With Reduced Hubness WACV 2021
CLOCS: Contrastive Learning of Cardiac Signals Across Space, Time, and Patients ICML 2021
Semantic Grouping Network for Video Captioning AAAI 2021
Camera-Aware Proxies for Unsupervised Person Re-Identification AAAI 2021
Learning a Few-shot Embedding Model with Contrastive Learning AAAI 2021
DeHiB: Deep Hidden Backdoor Attack on Semi-supervised Learning via Adversarial Perturbation AAAI 2021
Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning AAAI 2021
Enhancing Self-Supervised Video Representation Learning via Multi-Level Feature Optimization ICCV 2021
Parametric Contrastive Learning ICCV 2021