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Contrastive Learning

3,538 papers

Papers per year

88
616
'20
'25

Papers

CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances NIPS 2020
Contrastive learning of global and local features for medical image segmentation with limited annotations NIPS 2020
Joint Contrastive Learning with Infinite Possibilities NIPS 2020
Robust Pre-Training by Adversarial Contrastive Learning NIPS 2020
Self-Supervised Visual Representation Learning from Hierarchical Grouping NIPS 2020
Few-shot Visual Reasoning with Meta-Analogical Contrastive Learning NIPS 2020
Contrastive Learning with Adversarial Examples NIPS 2020
Counterfactual Contrastive Learning for Weakly-Supervised Vision-Language Grounding NIPS 2020
CoMIR: Contrastive Multimodal Image Representation for Registration NIPS 2020
Supervised Contrastive Learning NIPS 2020
Space-Time Correspondence as a Contrastive Random Walk NIPS 2020
ContraGAN: Contrastive Learning for Conditional Image Generation NIPS 2020
Hard Negative Mixing for Contrastive Learning NIPS 2020
Big Self-Supervised Models are Strong Semi-Supervised Learners NIPS 2020
CLOUD: Contrastive Learning of Unsupervised Dynamics CORL 2020
Learning Predictive Representations for Deformable Objects Using Contrastive Estimation CORL 2020
Contrastive Variational Reinforcement Learning for Complex Observations CORL 2020
Tactile Object Pose Estimation from the First Touch with Geometric Contact Rendering CORL 2020
A Forest from the Trees: Generation through Neighborhoods AAAI 2020
Bi-Objective Continual Learning: Learning ‘New’ While Consolidating ‘Known’ AAAI 2020
Video Person Re-ID: Fantastic Techniques and Where to Find Them (Student Abstract) AAAI 2020
An Analysis of the Utility of Explicit Negative Examples to Improve the Syntactic Abilities of Neural Language Models ACL 2020
Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models ACL 2020
Words Aren’t Enough, Their Order Matters: On the Robustness of Grounding Visual Referring Expressions ACL 2020
Contrastive Self-Supervised Learning for Commonsense Reasoning ACL 2020