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07/19/2023
Improved Distribution Matching for Dataset Condensation
Dataset Condensation aims to condense a large dataset into a smaller one...
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06/30/2023
Exploration and Exploitation of Unlabeled Data for Open-Set Semi-Supervised Learning
In this paper, we address a complex but practical scenario in semi-super...
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07/29/2022
Centrality and Consistency: Two-Stage Clean Samples Identification for Learning with Instance-Dependent Noisy Labels
Deep models trained with noisy labels are prone to over-fitting and stru...
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09/17/2020