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Pedro Sandoval-Segura

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A Simple and Efficient Baseline for Data Attribution on Images

Nov 03, 2023
Vasu Singla, Pedro Sandoval-Segura, Micah Goldblum, Jonas Geiping, Tom Goldstein

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What Can We Learn from Unlearnable Datasets?

May 30, 2023
Pedro Sandoval-Segura, Vasu Singla, Jonas Geiping, Micah Goldblum, Tom Goldstein

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JPEG Compressed Images Can Bypass Protections Against AI Editing

Apr 07, 2023
Pedro Sandoval-Segura, Jonas Geiping, Tom Goldstein

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Autoregressive Perturbations for Data Poisoning

Jun 15, 2022
Pedro Sandoval-Segura, Vasu Singla, Jonas Geiping, Micah Goldblum, Tom Goldstein, David W. Jacobs

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Poisons that are learned faster are more effective

Apr 19, 2022
Pedro Sandoval-Segura, Vasu Singla, Liam Fowl, Jonas Geiping, Micah Goldblum, David Jacobs, Tom Goldstein

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Adversarially robust segmentation models learn perceptually-aligned gradients

Apr 03, 2022
Pedro Sandoval-Segura

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AutoProtoNet: Interpretability for Prototypical Networks

Apr 02, 2022
Pedro Sandoval-Segura, Wallace Lawson

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