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Geometric Contrastive Learning
2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2023Yeskendir Koishekenov +3 more
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Contrastive Dual Gating: Learning Sparse Features With Contrastive Learning
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022Jian Meng +4 more
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Contrastive learning in brain imaging
Computerized Medical Imaging and GraphicsContrastive learning is a type of deep learning technique trying to classify data or examples without requiring data labeling. Instead, it learns about the most representative features that contrast positive and negative pairs of examples. In literature of contrastive learning, terms of positive examples and negative examples do not mean whether the ...
Xiaoyin Xu, Stephen T. C. Wong
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Contrastive Learning for Knowledge Tracing
Proceedings of the ACM Web Conference 2022, 2022Wonsung Lee +4 more
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Improving aspect-based sentiment analysis with contrastive learning
Natural Language Processing Journal, 2023Weiming Wang, Lingling Xu
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Negative sampling strategies for contrastive self-supervised learning of graph representations
Signal Processing, 2022Mounir Ghogho +2 more
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