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04/07/2023
Rethinking Evaluation Protocols of Visual Representations Learned via Self-supervised Learning
Linear probing (LP) (and k-NN) on the upstream dataset with labels (e.g....
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06/22/2020
Self-Knowledge Distillation: A Simple Way for Better Generalization
The generalization capability of deep neural networks has been substanti...
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09/19/2019
Propagated Perturbation of Adversarial Attack for well-known CNNs: Empirical Study and its Explanation
Deep Neural Network based classifiers are known to be vulnerable to pert...
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08/30/2019