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Tom Goldstein

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Hard Prompts Made Easy: Gradient-Based Discrete Optimization for Prompt Tuning and Discovery

Feb 07, 2023
Yuxin Wen, Neel Jain, John Kirchenbauer, Micah Goldblum, Jonas Geiping, Tom Goldstein

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Exploring and Exploiting Decision Boundary Dynamics for Adversarial Robustness

Feb 06, 2023
Yuancheng Xu, Yanchao Sun, Micah Goldblum, Tom Goldstein, Furong Huang

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A Watermark for Large Language Models

Jan 27, 2023
John Kirchenbauer, Jonas Geiping, Yuxin Wen, Jonathan Katz, Ian Miers, Tom Goldstein

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Cramming: Training a Language Model on a Single GPU in One Day

Dec 28, 2022
Jonas Geiping, Tom Goldstein

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What do Vision Transformers Learn? A Visual Exploration

Dec 13, 2022
Amin Ghiasi, Hamid Kazemi, Eitan Borgnia, Steven Reich, Manli Shu, Micah Goldblum, Andrew Gordon Wilson, Tom Goldstein

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Diffusion Art or Digital Forgery? Investigating Data Replication in Diffusion Models

Dec 12, 2022
Gowthami Somepalli, Vasu Singla, Micah Goldblum, Jonas Geiping, Tom Goldstein

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Robustness Disparities in Face Detection

Nov 29, 2022
Samuel Dooley, George Z. Wei, Tom Goldstein, John P. Dickerson

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K-SAM: Sharpness-Aware Minimization at the Speed of SGD

Oct 23, 2022
Renkun Ni, Ping-yeh Chiang, Jonas Geiping, Micah Goldblum, Andrew Gordon Wilson, Tom Goldstein

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