Lucas Maes

According to our database, Lucas Maes authored at least 9 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

stable-worldmodel: A Platform for Reproducible World Modeling Research and Evaluation.

Lucas Maes, Quentin Le Lidec, Luiz Facury, Nassim Massaudi, Ayush Chaurasia, Francesco Capuano, Richard Gao, Taj Gillin, Dan Haramati, Damien Scieur, Yann LeCun, Randall Balestriero

CoRR, May, 2026

LeWorldModel: Stable End-to-End Joint-Embedding Predictive Architecture from Pixels.

Lucas Maes, Quentin Le Lidec, Damien Scieur, Yann LeCun, Randall Balestriero

CoRR, March, 2026

Causal-JEPA: Learning World Models through Object-Level Latent Interventions.

Heejeong Nam, Quentin Le Lidec, Lucas Maes, Yann LeCun, Randall Balestriero

CoRR, February, 2026

stable-worldmodel-v1: Reproducible World Modeling Research and Evaluation.

Lucas Maes, Quentin Le Lidec, Dan Haramati, Nassim Massaudi, Damien Scieur, Yann LeCun, Randall Balestriero

CoRR, February, 2026

2025

stable-pretraining-v1: Foundation Model Research Made Simple.

Randall Balestriero, Hugues Van Assel, Sami BuGhanem, Lucas Maes

CoRR, November, 2025

Understanding Adam Requires Better Rotation Dependent Assumptions.

Tianyue H. Zhang, Lucas Maes, Alan Milligan, Alexia Jolicoeur-Martineau, Ioannis Mitliagkas, Damien Scieur, Simon Lacoste-Julien, Charles Guille-Escuret

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

On the Importance of Embedding Norms in Self-Supervised Learning.

Andrew Draganov, Sharvaree Vadgama, Sebastian Damrich, Jan Niklas Böhm, Lucas Maes, Dmitry Kobak, Erik J. Bekkers

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Understanding Adam Requires Better Rotation Dependent Assumptions.

Lucas Maes, Tianyue H. Zhang, Alexia Jolicoeur-Martineau, Ioannis Mitliagkas, Damien Scieur, Simon Lacoste-Julien, Charles Guille-Escuret

CoRR, 2024

2023

Unity is Strength: Cross-Task Knowledge Distillation to Improve Code Review Generation.

Oussama Ben Sghaier, Lucas Maes, Houari A. Sahraoui

CoRR, 2023