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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

CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information ICML 2020
Robust contrastive learning and nonlinear ICA in the presence of outliers UAI 2020
CLOUD: Contrastive Learning of Unsupervised Dynamics CORL 2020
Cross-Domain Detection via Graph-Induced Prototype Alignment CVPR 2020
Few-shot Visual Reasoning with Meta-Analogical Contrastive Learning NIPS 2020
CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances NIPS 2020
Supervised Contrastive Learning NIPS 2020
Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning EMNLP 2020
Adversarial Self-Supervised Contrastive Learning NIPS 2020
Channel Interaction Networks for Fine-Grained Image Categorization AAAI 2020
Bi-Objective Continual Learning: Learning ‘New’ While Consolidating ‘Known’ AAAI 2020
A Forest from the Trees: Generation through Neighborhoods AAAI 2020
Context-Aware Group Captioning via Self-Attention and Contrastive Features CVPR 2020
Exploit Clues From Views: Self-Supervised and Regularized Learning for Multiview Object Recognition CVPR 2020
Demystifying Contrastive Self-Supervised Learning: Invariances, Augmentations and Dataset Biases NIPS 2020
Contrastive Learning with Adversarial Examples NIPS 2020
Predictive Information Accelerates Learning in RL NIPS 2020
CoMIR: Contrastive Multimodal Image Representation for Registration NIPS 2020
Robust Pre-Training by Adversarial Contrastive Learning NIPS 2020
Contrastive learning of global and local features for medical image segmentation with limited annotations NIPS 2020
LoCo: Local Contrastive Representation Learning NIPS 2020
ALICE: Active Learning with Contrastive Natural Language Explanations EMNLP 2020
Cycle-Contrast for Self-Supervised Video Representation Learning NIPS 2020
Debiased Contrastive Learning NIPS 2020
Pre-training Entity Relation Encoder with Intra-span and Inter-span Information EMNLP 2020