Search Results for author: Hung-Jui Wang

Found 2 papers, 2 papers with code

Annealing Self-Distillation Rectification Improves Adversarial Training

1 code implementation20 May 2023 Yu-Yu Wu, Hung-Jui Wang, Shang-Tse Chen

To address this issue and enhance adversarial robustness, we analyze the characteristics of robust models and identify that robust models tend to produce smoother and well-calibrated outputs.

Adversarial Robustness

Enhancing Targeted Attack Transferability via Diversified Weight Pruning

1 code implementation18 Aug 2022 Hung-Jui Wang, Yu-Yu Wu, Shang-Tse Chen

In this work, we propose Diversified Weight Pruning (DWP), a novel model augmentation technique for generating transferable targeted attacks.

Model Compression

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