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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

Learning Transferable Features for Point Cloud Detection via 3D Contrastive Co-training NIPS 2021
Aligning Pretraining for Detection via Object-Level Contrastive Learning NIPS 2021
You Never Cluster Alone NIPS 2021
Unsupervised Part Discovery from Contrastive Reconstruction NIPS 2021
Compressed Video Contrastive Learning NIPS 2021
Cross-Modal Contrastive Learning for Text-to-Image Generation CVPR 2021
Improving Contrastive Learning on Imbalanced Data via Open-World Sampling NIPS 2021
Contrastive Learning for Neural Topic Model NIPS 2021
Task-Adaptive Neural Network Search with Meta-Contrastive Learning NIPS 2021
UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning ACL 2021
Exploring Geometry-Aware Contrast and Clustering Harmonization for Self-Supervised 3D Object Detection ICCV 2021
Self-Supervised 3D Hand Pose Estimation From Monocular RGB via Contrastive Learning ICCV 2021
Big Self-Supervised Models Advance Medical Image Classification ICCV 2021
Weakly Supervised Human-Object Interaction Detection in Video via Contrastive Spatiotemporal Regions ICCV 2021
On Compositions of Transformations in Contrastive Self-Supervised Learning ICCV 2021
Improving Contrastive Learning by Visualizing Feature Transformation ICCV 2021
LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions ICCV 2021
Self-Supervised 3D Skeleton Action Representation Learning With Motion Consistency and Continuity ICCV 2021
Self-Supervised Learning with Kernel Dependence Maximization NIPS 2021
Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning NIPS 2021
On Contrastive Representations of Stochastic Processes NIPS 2021
Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup ACL 2021
Bootstrapped Unsupervised Sentence Representation Learning ACL 2021
KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference ACL 2021
PTN: A Poisson Transfer Network for Semi-supervised Few-shot Learning AAAI 2021