Adversarial Visual Robustness by Causal Intervention

Adversarial Visual Robustness by Causal Intervention

17 June 2021

Hanwang Zhang

Papers citing "Adversarial Visual Robustness by Causal Intervention"

12 / 12 papers shown

Title
CausAdv: A Causal-based Framework for Detecting Adversarial Examples Hichem Debbi CML AAML 32 1 0 29 Oct 2024
Causal Perception Inspired Representation Learning for Trustworthy Image Quality Assessment Lei Wang Desen Yuan AAML OOD 25 1 0 30 Apr 2024
A survey of recent methods for addressing AI fairness and bias in biomedicine Yifan Yang Mingquan Lin Han Zhao Yifan Peng Furong Huang Zhiyong Lu 16 15 0 13 Feb 2024
Instrumental Variables in Causal Inference and Machine Learning: A Survey Anpeng Wu Kun Kuang Ruoxuan Xiong Fei Wu SyDa CML 18 6 0 12 Dec 2022
Causal Inference via Style Transfer for Out-of-distribution Generalisation Toan Nguyen Kien Do D. Nguyen Bao Duong T. Nguyen CML OODD OOD 28 10 0 06 Dec 2022
Causal Information Bottleneck Boosts Adversarial Robustness of Deep Neural Network Hua Hua Jun Yan Xi Fang Weiquan Huang Huilin Yin Wancheng Ge AAML 15 1 0 25 Oct 2022
Causal Intervention Improves Implicit Sentiment Analysis Siyin Wang Jie Zhou Changzhi Sun Junjie Ye Tao Gui Qi Zhang Xuanjing Huang 28 16 0 19 Aug 2022
Certified Robustness Against Natural Language Attacks by Causal Intervention Haiteng Zhao Chang Ma Xinshuai Dong A. Luu Zhi-Hong Deng Hanwang Zhang AAML 25 35 0 24 May 2022
Weakly-Supervised Video Object Grounding via Causal Intervention Wei Wang Junyu Gao Changsheng Xu CML 23 20 0 01 Dec 2021
CausalAdv: Adversarial Robustness through the Lens of Causality Yonggang Zhang Mingming Gong Tongliang Liu Gang Niu Xinmei Tian Bo Han Bernhard Schölkopf Kun Zhang OOD AAML CML 19 35 0 11 Jun 2021
Distilling Causal Effect of Data in Class-Incremental Learning Xinting Hu Kaihua Tang C. Miao Xiansheng Hua Hanwang Zhang CML 174 174 0 02 Mar 2021
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 250 5,830 0 08 Jul 2016