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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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Hybrid Contrastive Learning for Unsupervised Person Re-Identification
IEEE Transactions on Multimedia, 2023Tongzhen Si, Fazhi He, Zhong Zhang
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Supervised contrastive learning over prototype-label embeddings for network intrusion detection
Information Fusion, 2022Manuel Lopez-Martin +2 more
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Negative sampling strategies for contrastive self-supervised learning of graph representations
Signal Processing, 2022Hakim Hafidi
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