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Yann LeCun

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Self-Supervised Learning with Lie Symmetries for Partial Differential Equations

Jul 11, 2023
Grégoire Mialon, Quentin Garrido, Hannah Lawrence, Danyal Rehman, Yann LeCun, Bobak T. Kiani

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Variance-Covariance Regularization Improves Representation Learning

Jun 23, 2023
Jiachen Zhu, Ravid Shwartz-Ziv, Yubei Chen, Yann LeCun

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Introduction to Latent Variable Energy-Based Models: A Path Towards Autonomous Machine Intelligence

Jun 05, 2023
Anna Dawid, Yann LeCun

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Reverse Engineering Self-Supervised Learning

May 24, 2023
Ido Ben-Shaul, Ravid Shwartz-Ziv, Tomer Galanti, Shai Dekel, Yann LeCun

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To Compress or Not to Compress- Self-Supervised Learning and Information Theory: A Review

May 04, 2023
Ravid Shwartz-Ziv, Yann LeCun

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A Cookbook of Self-Supervised Learning

Apr 24, 2023
Randall Balestriero, Mark Ibrahim, Vlad Sobal, Ari Morcos, Shashank Shekhar, Tom Goldstein, Florian Bordes, Adrien Bardes, Gregoire Mialon, Yuandong Tian, Avi Schwarzschild, Andrew Gordon Wilson, Jonas Geiping, Quentin Garrido, Pierre Fernandez, Amir Bar, Hamed Pirsiavash, Yann LeCun, Micah Goldblum

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To Compress or Not to Compress -- Self-Supervised Learning and Information Theory: A Review

Apr 19, 2023
Ravid Shwartz-Ziv, Yann LeCun

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An Information-Theoretic Perspective on Variance-Invariance-Covariance Regularization

Mar 06, 2023
Ravid Shwartz-Ziv, Randall Balestriero, Kenji Kawaguchi, Tim G. J. Rudner, Yann LeCun

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Augmented Language Models: a Survey

Feb 15, 2023
Grégoire Mialon, Roberto Dessì, Maria Lomeli, Christoforos Nalmpantis, Ram Pasunuru, Roberta Raileanu, Baptiste Rozière, Timo Schick, Jane Dwivedi-Yu, Asli Celikyilmaz, Edouard Grave, Yann LeCun, Thomas Scialom

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