Ding, Gavin Weiguang

7 publications

ICLR 2020 MMA Training: Direct Input Space Margin Maximization Through Adversarial Training Gavin Weiguang Ding, Yash Sharma, Kry Yik Chau Lui, Ruitong Huang

AISTATS 2020 On Minimax Optimality of GANs for Robust Mean Estimation Kaiwen Wu, Gavin Weiguang Ding, Ruitong Huang, Yaoliang Yu

IJCAI 2019 On the Effectiveness of Low Frequency Perturbations Yash Sharma, Gavin Weiguang Ding, Marcus A. Brubaker

ICLR 2019 On the Sensitivity of Adversarial Robustness to Input Data Distributions Gavin Weiguang Ding, Kry Yik Chau Lui, Xiaomeng Jin, Luyu Wang, Ruitong Huang

CVPRW 2019 On the Sensitivity of Adversarial Robustness to Input Data Distributions Gavin Weiguang Ding, Kry Yik Chau Lui, Xiaomeng Jin, Luyu Wang, Ruitong Huang

NeurIPS 2018 Dimensionality Reduction Has Quantifiable Imperfections: Two Geometric Bounds Kry Lui, Gavin Weiguang Ding, Ruitong Huang, Robert McCann

ICLR 2018 Improving GAN Training via Binarized Representation Entropy (BRE) Regularization Yanshuai Cao, Gavin Weiguang Ding, Kry Yik-Chau Lui, Ruitong Huang