RANDOM MASK: Towards Robust Convolutional Neural Networks

RANDOM MASK: Towards Robust Convolutional Neural Networks

27 July 2020

Tianle Cai

Papers citing "RANDOM MASK: Towards Robust Convolutional Neural Networks"

14 / 14 papers shown

Title
Large-Scale Multi-omic Biosequence Transformers for Modeling Protein-Nucleic Acid Interactions Sully F. Chen Robert J. Steele Beakal Lemeneh S. Lad Eric Oermann Eric K. Oermann AI4CE 41 0 0 29 Aug 2024
ODG-Q: Robust Quantization via Online Domain Generalization Chaofan Tao Ngai Wong MQ 31 1 0 17 Oct 2022
SD-Conv: Towards the Parameter-Efficiency of Dynamic Convolution Shwai He Chenbo Jiang Daize Dong Liang Ding 38 5 0 05 Apr 2022
EI-MTD:Moving Target Defense for Edge Intelligence against Adversarial Attacks Yaguan Qian Qiqi Shao Jiamin Wang Xiangyuan Lin Yankai Guo Zhaoquan Gu Bin Wang Chunming Wu AAML 30 23 0 19 Sep 2020
Smooth Adversarial Training Cihang Xie Mingxing Tan Boqing Gong Alan Yuille Quoc V. Le OOD 22 152 0 25 Jun 2020
Analyzing the Noise Robustness of Deep Neural Networks Kelei Cao Mengchen Liu Hang Su Jing Wu Jun Zhu Shixia Liu AAML 54 89 0 26 Jan 2020
Convergence of Adversarial Training in Overparametrized Neural Networks Ruiqi Gao Tianle Cai Haochuan Li Liwei Wang Cho-Jui Hsieh J. Lee AAML 13 107 0 19 Jun 2019
Towards Compact and Robust Deep Neural Networks Vikash Sehwag Shiqi Wang Prateek Mittal Suman Jana AAML 20 40 0 14 Jun 2019
Interpreting Adversarially Trained Convolutional Neural Networks Tianyuan Zhang Zhanxing Zhu AAML GAN FAtt 25 157 0 23 May 2019
You Only Propagate Once: Accelerating Adversarial Training via Maximal Principle Dinghuai Zhang Tianyuan Zhang Yiping Lu Zhanxing Zhu Bin Dong AAML 14 356 0 02 May 2019
Interpreting Adversarial Examples by Activation Promotion and Suppression Kaidi Xu Sijia Liu Gaoyuan Zhang Mengshu Sun Pu Zhao Quanfu Fan Chuang Gan X. Lin AAML FAtt 18 43 0 03 Apr 2019
Structured Adversarial Attack: Towards General Implementation and Better Interpretability Kaidi Xu Sijia Liu Pu Zhao Pin-Yu Chen Huan Zhang Quanfu Fan Deniz Erdogmus Yanzhi Wang X. Lin AAML 16 160 0 05 Aug 2018
Reluplex: An Efficient SMT Solver for Verifying Deep Neural Networks Guy Katz Clark W. Barrett D. Dill Kyle D. Julian Mykel Kochenderfer AAML 228 1,835 0 03 Feb 2017
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 261 3,109 0 04 Nov 2016