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A Coreset Learning Reality Check


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

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* To appear in the Thirty-Seventh AAAI Conference on Artificial Intelligence 

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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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* Pre-print of a manuscript submitted to the ACM Digital Threats: Research and Practice (DTRAP) Special Issue on Applied Machine Learning for Information Security. 19 Pages 

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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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* I Can't Believe It's Not Better Workshop at NeurIPS 2022 

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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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* 8 main pages (114 with appendix), 16 figures and 7 tables 

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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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* NeurIPS 2022 

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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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* 8 pages, 5 figures 

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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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* To appear in the Proceedings of the 39 th International Conference on Machine Learning, Baltimore, Maryland, USA, PMLR 162, 2022 

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Neural Bregman Divergences for Distance Learning


Jun 09, 2022
Fred Lu, Edward Raff, Francis Ferraro

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Marvolo: Programmatic Data Augmentation for Practical ML-Driven Malware Detection


Jun 07, 2022
Michael D. Wong, Edward Raff, James Holt, Ravi Netravali

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* 15 pages, 7 figures 

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VQGAN-CLIP: Open Domain Image Generation and Editing with Natural Language Guidance


Apr 18, 2022
Katherine Crowson, Stella Biderman, Daniel Kornis, Dashiell Stander, Eric Hallahan, Louis Castricato, Edward Raff

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* https://github.com/EleutherAI/vqgan-clip/tree/main/notebooks 

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