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
Diagnosing and Preventing Instabilities in Recurrent Video Processing

Oct 17, 2020
Thomas Tanay, Aivar Sootla, Matteo Maggioni, Puneet K. Dokania, Philip Torr, Ales Leonardis, Gregory Slabaugh


  Access Paper or Ask Questions

NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results

May 08, 2020
Abdelrahman Abdelhamed, Mahmoud Afifi, Radu Timofte, Michael S. Brown, Yue Cao, Zhilu Zhang, Wangmeng Zuo, Xiaoling Zhang, Jiye Liu, Wendong Chen, Changyuan Wen, Meng Liu, Shuailin Lv, Yunchao Zhang, Zhihong Pan, Baopu Li, Teng Xi, Yanwen Fan, Xiyu Yu, Gang Zhang, Jingtuo Liu, Junyu Han, Errui Ding, Songhyun Yu, Bumjun Park, Jechang Jeong, Shuai Liu, Ziyao Zong, Nan Nan, Chenghua Li, Zengli Yang, Long Bao, Shuangquan Wang, Dongwoon Bai, Jungwon Lee, Youngjung Kim, Kyeongha Rho, Changyeop Shin, Sungho Kim, Pengliang Tang, Yiyun Zhao, Yuqian Zhou, Yuchen Fan, Thomas Huang, Zhihao Li, Nisarg A. Shah, Wei Liu, Qiong Yan, Yuzhi Zhao, Marcin Możejko, Tomasz Latkowski, Lukasz Treszczotko, Michał Szafraniuk, Krzysztof Trojanowski, Yanhong Wu, Pablo Navarrete Michelini, Fengshuo Hu, Yunhua Lu, Sujin Kim, Wonjin Kim, Jaayeon Lee, Jang-Hwan Choi, Magauiya Zhussip, Azamat Khassenov, Jong Hyun Kim, Hwechul Cho, Priya Kansal, Sabari Nathan, Zhangyu Ye, Xiwen Lu, Yaqi Wu, Jiangxin Yang, Yanlong Cao, Siliang Tang, Yanpeng Cao, Matteo Maggioni, Ioannis Marras, Thomas Tanay, Gregory Slabaugh, Youliang Yan, Myungjoo Kang, Han-Soo Choi, Kyungmin Song, Shusong Xu, Xiaomu Lu, Tingniao Wang, Chunxia Lei, Bin Liu, Rajat Gupta, Vineet Kumar


  Access Paper or Ask Questions

Multiple-Identity Image Attacks Against Face-based Identity Verification

Jun 20, 2019
Jerone T. A. Andrews, Thomas Tanay, Lewis D. Griffin

* 13 pages, 7 figures 

  Access Paper or Ask Questions

Batch Normalization is a Cause of Adversarial Vulnerability

May 29, 2019
Angus Galloway, Anna Golubeva, Thomas Tanay, Medhat Moussa, Graham W. Taylor

* To appear in the ICML 2019 Workshop on Identifying and Understanding Deep Learning Phenomena 

  Access Paper or Ask Questions

Adversarial Training Versus Weight Decay

Jul 23, 2018
Angus Galloway, Thomas Tanay, Graham W. Taylor


  Access Paper or Ask Questions

A New Angle on L2 Regularization

Jun 28, 2018
Thomas Tanay, Lewis D Griffin

* An explorable explanation on the phenomenon of adversarial examples in linear classification and its relation to L2 regularization. Interactive version available at: https://thomas-tanay.github.io/post--L2-regularization/ 

  Access Paper or Ask Questions

Built-in Vulnerabilities to Imperceptible Adversarial Perturbations

Jun 19, 2018
Thomas Tanay, Jerone T. A. Andrews, Lewis D. Griffin


  Access Paper or Ask Questions

A Boundary Tilting Persepective on the Phenomenon of Adversarial Examples

Aug 27, 2016
Thomas Tanay, Lewis Griffin

* arXiv admin note: text overlap with arXiv:1412.6572 by other authors 

  Access Paper or Ask Questions