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Awni Hannun

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Specialized Language Models with Cheap Inference from Limited Domain Data

Feb 02, 2024
David Grangier, Angelos Katharopoulos, Pierre Ablin, Awni Hannun

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Adaptive Training Distributions with Scalable Online Bilevel Optimization

Nov 20, 2023
David Grangier, Pierre Ablin, Awni Hannun

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Transfer Learning for Structured Pruning under Limited Task Data

Nov 10, 2023
Lucio Dery, David Grangier, Awni Hannun

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Flashlight: Enabling Innovation in Tools for Machine Learning

Jan 29, 2022
Jacob Kahn, Vineel Pratap, Tatiana Likhomanenko, Qiantong Xu, Awni Hannun, Jeff Cai, Paden Tomasello, Ann Lee, Edouard Grave, Gilad Avidov, Benoit Steiner, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert

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Star Temporal Classification: Sequence Classification with Partially Labeled Data

Jan 28, 2022
Vineel Pratap, Awni Hannun, Gabriel Synnaeve, Ronan Collobert

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Parallel Composition of Weighted Finite-State Transducers

Oct 06, 2021
Shubho Sengupta, Vineel Pratap, Awni Hannun

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CrypTen: Secure Multi-Party Computation Meets Machine Learning

Sep 02, 2021
Brian Knott, Shobha Venkataraman, Awni Hannun, Shubho Sengupta, Mark Ibrahim, Laurens van der Maaten

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The History of Speech Recognition to the Year 2030

Jul 30, 2021
Awni Hannun

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The Role of Evolution in Machine Intelligence

Jun 21, 2021
Awni Hannun

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Gradient Matching for Domain Generalization

Apr 20, 2021
Yuge Shi, Jeffrey Seely, Philip H. S. Torr, N. Siddharth, Awni Hannun, Nicolas Usunier, Gabriel Synnaeve

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