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SegNBDT: Visual Decision Rules for Segmentation

Jun 11, 2020
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

Jun 11, 2020
Nataniel Ruiz, Sarah Adel Bargal, Stan Sclaroff


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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

* 14 pages, 9 figures 

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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

* 15 pages, 3 figures. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 

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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

* IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 
* CVPR 2018 Camera Ready Version 

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Moments in Time Dataset: one million videos for event understanding

Jan 09, 2018
Mathew Monfort, Bolei Zhou, Sarah Adel Bargal, Alex Andonian, Tom Yan, Kandan Ramakrishnan, Lisa Brown, Quanfu Fan, Dan Gutfruend, Carl Vondrick, Aude Oliva


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MIHash: Online Hashing with Mutual Information

Jul 29, 2017
Fatih Cakir, Kun He, Sarah Adel Bargal, Stan Sclaroff

* International Conference on Computer Vision (ICCV), 2017 

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Do Less and Achieve More: Training CNNs for Action Recognition Utilizing Action Images from the Web

Dec 22, 2015
Shugao Ma, Sarah Adel Bargal, Jianming Zhang, Leonid Sigal, Stan Sclaroff


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Online Supervised Hashing for Ever-Growing Datasets

Nov 10, 2015
Fatih Cakir, Sarah Adel Bargal, Stan Sclaroff


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