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05/08/2023
Understanding Noise-Augmented Training for Randomized Smoothing
Randomized smoothing is a technique for providing provable robustness gu...
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12/01/2022
On Utilizing Relationships for Transferable Few-Shot Fine-Grained Object Detection
State-of-the-art object detectors are fast and accurate, but they requir...
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09/14/2020
A Game Theoretic Analysis of Additive Adversarial Attacks and Defenses
Research in adversarial learning follows a cat and mouse game between at...
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10/30/2019
On the Regularization Properties of Structured Dropout
Dropout and its extensions (eg. DropBlock and DropConnect) are popular h...
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04/08/2017