Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
What Do Deep Nets Learn? Class-wise Patterns Revealed in the Input Space

Jan 18, 2021
Shihao Zhao, Xingjun Ma, Yisen Wang, James Bailey, Bo Li, Yu-Gang Jiang


  Access Paper or Ask Questions

Adversarial Interaction Attack: Fooling AI to Misinterpret Human Intentions

Jan 17, 2021
Nodens Koren, Qiuhong Ke, Yisen Wang, James Bailey, Xingjun Ma

* Preprint 

  Access Paper or Ask Questions

Unlearnable Examples: Making Personal Data Unexploitable

Jan 13, 2021
Hanxun Huang, Xingjun Ma, Sarah Monazam Erfani, James Bailey, Yisen Wang

* ICLR2021 Spotlight 

  Access Paper or Ask Questions

A Unified Approach to Interpreting and Boosting Adversarial Transferability

Oct 08, 2020
Xin Wang, Jie Ren, Shuyun Lin, Xiangming Zhu, Yisen Wang, Quanshi Zhang


  Access Paper or Ask Questions

Improving Query Efficiency of Black-box Adversarial Attack

Sep 25, 2020
Yang Bai, Yuyuan Zeng, Yong Jiang, Yisen Wang, Shu-Tao Xia, Weiwei Guo

* Accepted to ECCV2020 

  Access Paper or Ask Questions

Temporal Calibrated Regularization for Robust Noisy Label Learning

Jul 01, 2020
Dongxian Wu, Yisen Wang, Zhuobin Zheng, Shu-tao Xia

* Published as a conference paper at IJCNN 2020 

  Access Paper or Ask Questions

Normalized Loss Functions for Deep Learning with Noisy Labels

Jun 24, 2020
Xingjun Ma, Hanxun Huang, Yisen Wang, Simone Romano, Sarah Erfani, James Bailey

* Accepted to ICML 2020 

  Access Paper or Ask Questions

Revisiting Loss Landscape for Adversarial Robustness

Apr 13, 2020
Dongxian Wu, Yisen Wang, Shu-tao Xia


  Access Paper or Ask Questions

Adversarial Camouflage: Hiding Physical-World Attacks with Natural Styles

Mar 08, 2020
Ranjie Duan, Xingjun Ma, Yisen Wang, James Bailey, A. K. Qin, Yun Yang


  Access Paper or Ask Questions

Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets

Feb 14, 2020
Dongxian Wu, Yisen Wang, Shu-Tao Xia, James Bailey, Xingjun Ma

* ICLR 2020 conference paper (spotlight) 

  Access Paper or Ask Questions

Symmetric Cross Entropy for Robust Learning with Noisy Labels

Aug 16, 2019
Yisen Wang, Xingjun Ma, Zaiyi Chen, Yuan Luo, Jinfeng Yi, James Bailey

* ICCV2019 

  Access Paper or Ask Questions

Understanding Adversarial Attacks on Deep Learning Based Medical Image Analysis Systems

Jul 24, 2019
Xingjun Ma, Yuhao Niu, Lin Gu, Yisen Wang, Yitian Zhao, James Bailey, Feng Lu

* 15 pages, 10 figures 

  Access Paper or Ask Questions

Joint Semantic Domain Alignment and Target Classifier Learning for Unsupervised Domain Adaptation

Jun 10, 2019
Dong-Dong Chen, Yisen Wang, Jinfeng Yi, Zaiyi Chen, Zhi-Hua Zhou


  Access Paper or Ask Questions

Dimensionality-Driven Learning with Noisy Labels

Jul 31, 2018
Xingjun Ma, Yisen Wang, Michael E. Houle, Shuo Zhou, Sarah M. Erfani, Shu-Tao Xia, Sudanthi Wijewickrema, James Bailey

* In Proceedings of the International Conference on Machine Learning (ICML), 2018 

  Access Paper or Ask Questions

Learning Deep Hidden Nonlinear Dynamics from Aggregate Data

Jul 29, 2018
Yisen Wang, Bo Dai, Lingkai Kong, Sarah Monazam Erfani, James Bailey, Hongyuan Zha

* In Proceedings of the Conference on Uncertainty in Artificial Intelligence (UAI), 2018 

  Access Paper or Ask Questions

Decoupled Networks

Apr 22, 2018
Weiyang Liu, Zhen Liu, Zhiding Yu, Bo Dai, Rongmei Lin, Yisen Wang, James M. Rehg, Le Song

* CVPR 2018 (Spotlight) 

  Access Paper or Ask Questions

Iterative Learning with Open-set Noisy Labels

Mar 31, 2018
Yisen Wang, Weiyang Liu, Xingjun Ma, James Bailey, Hongyuan Zha, Le Song, Shu-Tao Xia

* CVPR2018-Spotlight 

  Access Paper or Ask Questions

Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality

Mar 14, 2018
Xingjun Ma, Bo Li, Yisen Wang, Sarah M. Erfani, Sudanthi Wijewickrema, Grant Schoenebeck, Dawn Song, Michael E. Houle, James Bailey


  Access Paper or Ask Questions

Residual Convolutional CTC Networks for Automatic Speech Recognition

Feb 24, 2017
Yisen Wang, Xuejiao Deng, Songbai Pu, Zhiheng Huang


  Access Paper or Ask Questions

Unifying Decision Trees Split Criteria Using Tsallis Entropy

Aug 23, 2016
Yisen Wang, Chaobing Song, Shu-Tao Xia

* 6 pages, 2 figures 

  Access Paper or Ask Questions