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Active Learning at the ImageNet Scale


Nov 25, 2021
Zeyad Ali Sami Emam, Hong-Min Chu, Ping-Yeh Chiang, Wojciech Czaja, Richard Leapman, Micah Goldblum, Tom Goldstein


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Exploring the high dimensional geometry of HSI features


Mar 01, 2021
Wojciech Czaja, Ilya Kavalerov, Weilin Li

* 5 pages, 4 figures, to appear in WHISPERS 2021 

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Maximal function pooling with applications


Mar 01, 2021
Wojciech Czaja, Weilin Li, Yiran Li, Mike Pekala

* 18 pages, 1 figure, to appear in Excursions in Harmonic Analysis, Volume 6 

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Cortical Features for Defense Against Adversarial Audio Attacks


Jan 30, 2021
Ilya Kavalerov, Frank Zheng, Wojciech Czaja, Rama Chellappa


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Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching


Sep 04, 2020
Jonas Geiping, Liam Fowl, W. Ronny Huang, Wojciech Czaja, Gavin Taylor, Michael Moeller, Tom Goldstein

* First two authors contributed equally. Last two authors contributed equally. 21 pages, 11 figures 

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cGANs with Multi-Hinge Loss


Dec 09, 2019
Ilya Kavalerov, Wojciech Czaja, Rama Chellappa


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Transport Model for Feature Extraction


Oct 31, 2019
Wojciech Czaja, Dong Dong, Pierre-Emmanuel Jabin, Franck Olivier Ndjakou Njeunje


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Three-Dimensional Fourier Scattering Transform and Classification of Hyperspectral Images


Jun 17, 2019
Ilya Kavalerov, Weilin Li, Wojciech Czaja, Rama Chellappa


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Superresolution of Noisy Remotely Sensed Images Through Directional Representations


Sep 04, 2018
Wojciech Czaja, James M. Murphy, Daniel Weinberg

* 5 pages (double column). IEEE copyright added 

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Adversarial Examples in Remote Sensing


May 28, 2018
Wojciech Czaja, Neil Fendley, Michael Pekala, Christopher Ratto, I-Jeng Wang


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