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Temporal Relevance Analysis for Video Action Models



Quanfu Fan , Donghyun Kim , Chun-Fu , Chen , Stan Sclaroff , Kate Saenko , Sarah Adel Bargal


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Examining the Human Perceptibility of Black-Box Adversarial Attacks on Face Recognition



Benjamin Spetter-Goldstein , Nataniel Ruiz , Sarah Adel Bargal

* 5 pages, 5 figures, submitted to AdvML @ ICML 2021 

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Simulated Adversarial Testing of Face Recognition Models



Nataniel Ruiz , Adam Kortylewski , Weichao Qiu , Cihang Xie , Sarah Adel Bargal , Alan Yuille , Stan Sclaroff


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ZeroWaste Dataset: Towards Automated Waste Recycling



Dina Bashkirova , Ziliang Zhu , James Akl , Fadi Alladkani , Ping Hu , Vitaly Ablavsky , Berk Calli , Sarah Adel Bargal , Kate Saenko


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SegNBDT: Visual Decision Rules for Segmentation



Alvin Wan , Daniel Ho , Younjin Song , Henk Tillman , Sarah Adel Bargal , Joseph E. Gonzalez

* 8 pages, 8 figures 

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Protecting Against Image Translation Deepfakes by Leaking Universal Perturbations from Black-Box Neural Networks



Nataniel Ruiz , Sarah Adel Bargal , Stan Sclaroff


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NBDT: Neural-Backed Decision Trees



Alvin Wan , Lisa Dunlap , Daniel Ho , Jihan Yin , Scott Lee , Henry Jin , Suzanne Petryk , Sarah Adel Bargal , Joseph E. Gonzalez

* 14 pages, 9 figures 

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Explainable Deep Classification Models for Domain Generalization



Andrea Zunino , Sarah Adel Bargal , Riccardo Volpi , Mehrnoosh Sameki , Jianming Zhang , Stan Sclaroff , Vittorio Murino , Kate Saenko


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Disrupting Deepfakes: Adversarial Attacks Against Conditional Image Translation Networks and Facial Manipulation Systems



Nataniel Ruiz , Sarah Adel Bargal , Stan Sclaroff


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DMCL: Distillation Multiple Choice Learning for Multimodal Action Recognition



Nuno C. Garcia , Sarah Adel Bargal , Vitaly Ablavsky , Pietro Morerio , Vittorio Murino , Stan Sclaroff


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