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04/07/2022
Interval Bound Propagationx2013aided Fewx002dshot Learning
Few-shot learning aims to transfer the knowledge acquired from training ...
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08/26/2020
Appropriateness of Performance Indices for Imbalanced Data Classification: An Analysis
Indices quantifying the performance of classifiers under class-imbalance...
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04/24/2020
One Sparse Perturbation to Fool them All, almost Always!
Constructing adversarial perturbations for deep neural networks is an im...
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03/22/2019
Generative Adversarial Minority Oversampling
Class imbalance is a long-standing problem relevant to a number of real-...
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12/22/2017