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Adversarial Training Can Provably Improve Robustness: Theoretical Analysis of Feature Learning Process Under Structured Data

Adversarial Training Can Provably Improve Robustness: Theoretical Analysis of Feature Learning Process Under Structured Data

11 October 2024
Binghui Li
Yuanzhi Li
    OOD
ArXivPDFHTML

Papers citing "Adversarial Training Can Provably Improve Robustness: Theoretical Analysis of Feature Learning Process Under Structured Data"

2 / 2 papers shown
Title
AdPO: Enhancing the Adversarial Robustness of Large Vision-Language Models with Preference Optimization
AdPO: Enhancing the Adversarial Robustness of Large Vision-Language Models with Preference Optimization
Chaohu Liu
Tianyi Gui
Yu Liu
Linli Xu
VLM
AAML
68
1
0
02 Apr 2025
Robust Feature Learning for Multi-Index Models in High Dimensions
Robust Feature Learning for Multi-Index Models in High Dimensions
Alireza Mousavi-Hosseini
Adel Javanmard
Murat A. Erdogdu
OOD
AAML
44
1
0
21 Oct 2024
1