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09/27/2022
Inducing Data Amplification Using Auxiliary Datasets in Adversarial Training
Several recent studies have shown that the use of extra in-distribution ...
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02/07/2022
Dataset Condensation with Contrastive Signals
Recent studies have demonstrated that gradient matching-based dataset sy...
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01/17/2021
Removing Undesirable Feature Contributions Using Out-of-Distribution Data
Several data augmentation methods deploy unlabeled-in-distribution (UID)...
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03/05/2020