Adversarial Examples Improve Image Recognition
Xie C, Tan M, Gong B, et al. Adversarial Examples Improve Image Recognition.[J]. arXiv: Computer ...
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Theoretically Principled Trade-off between Robustness and Accuracy
目錄 概 主要內容 符號說明 Error Classification-calibrated surrogate loss 引理2. ...
Feature Distillation With Guided Adversarial Contrastive Learning
目錄 概 主要內容 reweight 擬合概率$P(1|t,s;\theta)$ 實驗的細節 疑問 Bai ...
HAT
目錄 概 主要內容 代碼 Rade R. and Moosavi-Dezfooli S. Helper-based adversarial traini ...
Certified Adversarial Robustness via Randomized Smoothing
目錄 概 主要內容 定理1 代碼 Cohen J., Rosenfeld E., Kolter J. Certified Adv ...