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Articles by Grégoire Mialon

The Llama 3 Herd of Models
23 November 2024 by Aaron Grattafiori and others
Artificial Intelligence, Computation and Language
Self-Supervised Learning with Lie Symmetries for Partial Differential Equations
14 February 2024 by Grégoire Mialon and others
Machine Learning, Numerical Analysis
WorldSense: A Synthetic Benchmark for Grounded Reasoning in Large Language Models
27 November 2023 by Youssef Benchekroun and others at LogoUniversité de Montréal
Computation and Language, Artificial Intelligence
GAIA: a benchmark for General AI Assistants
21 November 2023 by Grégoire Mialon and others
Computation and Language, Artificial Intelligence
A Cookbook of Self-Supervised Learning
28 June 2023 by Randall Balestriero and others
Machine Learning, Computer Vision and Pattern Recognition
On Inductive Biases for Machine Learning in Data Constrained Settings
21 February 2023 by Grégoire Mialon
Machine Learning
Augmented Language Models: a Survey
15 February 2023 by Grégoire Mialon and others at LogoUniversitat Pompeu Fabra
Computation and Language
Variance Covariance Regularization Enforces Pairwise Independence in Self-Supervised Representations
29 September 2022 by Grégoire Mialon and others
Machine Learning
An Optimal Transport Kernel for Feature Aggregation and its Relationship to Attention
23 June 2020 by Grégoire Mialon and others
Machine Learning
Screening Data Points in Empirical Risk Minimization via Ellipsoidal Regions and Safe Loss Function
2 March 2020 by Grégoire Mialon and others
Machine Learning
On Regularization and Robustness of Deep Neural Networks
27 November 2018 by Alberto Bietti and others
Machine Learning