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Sarah Adel Bargal

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NBDT: Neural-Backed Decision Trees

Apr 01, 2020
Alvin Wan, Lisa Dunlap, Daniel Ho, Jihan Yin, Scott Lee, Henry Jin, Suzanne Petryk, Sarah Adel Bargal, Joseph E. Gonzalez

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Explainable Deep Classification Models for Domain Generalization

Mar 13, 2020
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

Mar 06, 2020
Nataniel Ruiz, Sarah Adel Bargal, Stan Sclaroff

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DMCL: Distillation Multiple Choice Learning for Multimodal Action Recognition

Dec 23, 2019
Nuno C. Garcia, Sarah Adel Bargal, Vitaly Ablavsky, Pietro Morerio, Vittorio Murino, Stan Sclaroff

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Multi-way Encoding for Robustness

Jun 05, 2019
Donghyun Kim, Sarah Adel Bargal, Jianming Zhang, Stan Sclaroff

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Guided Zoom: Questioning Network Evidence for Fine-grained Classification

Dec 06, 2018
Sarah Adel Bargal, Andrea Zunino, Vitali Petsiuk, Jianming Zhang, Kate Saenko, Vittorio Murino, Stan Sclaroff

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Hashing as Tie-Aware Learning to Rank

Oct 09, 2018
Kun He, Fatih Cakir, Sarah Adel Bargal, Stan Sclaroff

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Hashing with Mutual Information

Jun 25, 2018
Fatih Cakir, Kun He, Sarah Adel Bargal, Stan Sclaroff

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Excitation Dropout: Encouraging Plasticity in Deep Neural Networks

May 23, 2018
Andrea Zunino, Sarah Adel Bargal, Pietro Morerio, Jianming Zhang, Stan Sclaroff, Vittorio Murino

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Excitation Backprop for RNNs

Mar 08, 2018
Sarah Adel Bargal, Andrea Zunino, Donghyun Kim, Jianming Zhang, Vittorio Murino, Stan Sclaroff

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