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10/17/2022
Defects of Convolutional Decoder Networks in Frequency Representation
In this paper, we prove representation bottlenecks of a cascaded convolu...
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05/30/2022
Batch Normalization Is Blind to the First and Second Derivatives of the Loss
In this paper, we prove the effects of the BN operation on the back-prop...
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11/05/2021
A Unified Game-Theoretic Interpretation of Adversarial Robustness
This paper provides a unified view to explain different adversarial atta...
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05/22/2021
Learning Baseline Values for Shapley Values
This paper aims to formulate the problem of estimating the optimal basel...
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03/12/2021
