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Defending Multimodal Fusion Models against Single-Source Adversaries


Jun 25, 2022
Karren Yang, Wan-Yi Lin, Manash Barman, Filipe Condessa, Zico Kolter

* CVPR 2021 

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Smooth-Reduce: Leveraging Patches for Improved Certified Robustness


May 12, 2022
Ameya Joshi, Minh Pham, Minsu Cho, Leonid Boytsov, Filipe Condessa, J. Zico Kolter, Chinmay Hegde


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You Only Query Once: Effective Black Box Adversarial Attacks with Minimal Repeated Queries


Jan 29, 2021
Devin Willmott, Anit Kumar Sahu, Fatemeh Sheikholeslami, Filipe Condessa, Zico Kolter


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Provably robust deep generative models


Apr 22, 2020
Filipe Condessa, Zico Kolter


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Performance measures for classification systems with rejection


Jan 27, 2016
Filipe Condessa, Jelena Kovacevic, Jose Bioucas-Dias


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Image Classification with Rejection using Contextual Information


Sep 03, 2015
Filipe Condessa, José Bioucas-Dias, Carlos Castro, John Ozolek, Jelena Kovačević

* 21 pages, 8 figures 

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Robust hyperspectral image classification with rejection fields


Apr 29, 2015
Filipe Condessa, Jose Bioucas-Dias, Jelena Kovacevic

* This paper was submitted to IEEE WHISPERS 2015: 7th Workshop on Hyperspectral Image and Signal Processing: Evolution on Remote Sensing. 5 pages, 1 figure, 2 tables 

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SegSALSA-STR: A convex formulation to supervised hyperspectral image segmentation using hidden fields and structure tensor regularization


Apr 27, 2015
Filipe Condessa, Jose Bioucas-Dias, Jelena Kovacevic

* This paper was submitted to IEEE WHISPERS 2015: 7th Workshop on Hyperspectral Image and Signal Processing: Evolution on Remote Sensing. 5 pages, 1 figure 

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