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Contrastive Learning

1193 directly classified papers

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Papers

Fine-Grained Angular Contrastive Learning With Coarse Labels CVPR 2021
Spatially Consistent Representation Learning CVPR 2021
Wasserstein Contrastive Representation Distillation CVPR 2021
Mol2Image: Improved Conditional Flow Models for Molecule to Image Synthesis CVPR 2021
Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation CVPR 2021
Exploring Data-Efficient 3D Scene Understanding With Contrastive Scene Contexts CVPR 2021
CASTing Your Model: Learning To Localize Improves Self-Supervised Representations CVPR 2021
Instance Level Affinity-Based Transfer for Unsupervised Domain Adaptation CVPR 2021
Contrastive Document Representation Learning with Graph Attention Networks EMNLP 2021
Contrastive Representation Learning for Exemplar-Guided Paraphrase Generation EMNLP 2021
Key Point Analysis via Contrastive Learning and Extractive Argument Summarization EMNLP 2021
Semi-supervised Intent Discovery with Contrastive Learning EMNLP 2021
Contrastive Learning for Context-aware Neural Machine Translation Using Coreference Information EMNLP 2021
Learning to Rank Question Answer Pairs with Bilateral Contrastive Data Augmentation EMNLP 2021
CLEVE: Contrastive Pre-training for Event Extraction ACL 2021
Nuc2Vec: Learning Representations of Nuclei in Histopathology Images with Contrastive Loss MIDL 2021
Can contrastive learning avoid shortcut solutions? NIPS 2021
UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning ACL 2021
Improving Factual Consistency of Abstractive Summarization on Customer Feedback ACL 2021
Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup ACL 2021
Understanding the Behaviour of Contrastive Loss CVPR 2021
Quasi-Dense Similarity Learning for Multiple Object Tracking CVPR 2021
Jo-SRC: A Contrastive Approach for Combating Noisy Labels CVPR 2021
Distilling Audio-Visual Knowledge by Compositional Contrastive Learning CVPR 2021
Joint Contrastive Learning with Infinite Possibilities NIPS 2020