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Edward Raff

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Measuring Equality in Machine Learning Security Defenses

Mar 01, 2023
Luke E. Richards, Edward Raff, Cynthia Matuszek

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When Visible-to-Thermal Facial GAN Beats Conditional Diffusion

Feb 18, 2023
Catherine Ordun, Edward Raff, Sanjay Purushotham

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A Coreset Learning Reality Check

Jan 15, 2023
Fred Lu, Edward Raff, James Holt

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Efficient Malware Analysis Using Metric Embeddings

Dec 05, 2022
Ethan M. Rudd, David Krisiloff, Scott Coull, Daniel Olszewski, Edward Raff, James Holt

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Lempel-Ziv Networks

Nov 23, 2022
Rebecca Saul, Mohammad Mahmudul Alam, John Hurwitz, Edward Raff, Tim Oates, James Holt

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Crosslingual Generalization through Multitask Finetuning

Nov 03, 2022
Niklas Muennighoff, Thomas Wang, Lintang Sutawika, Adam Roberts, Stella Biderman, Teven Le Scao, M Saiful Bari, Sheng Shen, Zheng-Xin Yong, Hailey Schoelkopf, Xiangru Tang, Dragomir Radev, Alham Fikri Aji, Khalid Almubarak, Samuel Albanie, Zaid Alyafeai, Albert Webson, Edward Raff, Colin Raffel

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A General Framework for Auditing Differentially Private Machine Learning

Oct 16, 2022
Fred Lu, Joseph Munoz, Maya Fuchs, Tyler LeBlond, Elliott Zaresky-Williams, Edward Raff, Francis Ferraro, Brian Testa

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Improving Out-of-Distribution Detection via Epistemic Uncertainty Adversarial Training

Sep 09, 2022
Derek Everett, Andre T. Nguyen, Luke E. Richards, Edward Raff

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Deploying Convolutional Networks on Untrusted Platforms Using 2D Holographic Reduced Representations

Jun 13, 2022
Mohammad Mahmudul Alam, Edward Raff, Tim Oates, James Holt

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