Romain Menegaux

According to our database, Romain Menegaux authored at least 7 papers between 2017 and 2026.

Collaborative distances:

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

2026

Challenges in Non-Polymeric Crystal Structure Prediction: Why a Geometric, Permutation-Invariant Loss is Needed.

Emmanuel Jehanno, Romain Menegaux, Julien Mairal, Sergei Grudinin

Trans. Mach. Learn. Res., 2026

2025

LUDVIG: Learning-Free Uplifting of 2D Visual Features to Gaussian Splatting Scenes.

Juliette Marrie, Romain Menegaux, Michael Arbel, Diane Larlus, Julien Mairal

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

2023

Self-Attention in Colors: Another Take on Encoding Graph Structure in Transformers.

Romain Menegaux, Emmanuel Jehanno, Margot Selosse, Julien Mairal

Trans. Mach. Learn. Res., 2023

Rethinking Gauss-Newton for learning over-parameterized models.

Michael Arbel, Romain Menegaux, Pierre Wolinski

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

Continuous embeddings for large-scale machine learning with DNA sequences. (Représentations pour l'apprentissage statistique à grande échelle en génomique).

Romain Menegaux

PhD thesis, 2021

2019

Continuous Embeddings of DNA Sequencing Reads and Application to Metagenomics.

Romain Menegaux, Jean-Philippe Vert

J. Comput. Biol., 2019

2017

Bounds for VIX futures given S&P 500 smiles.

Julien Guyon, Romain Menegaux, Marcel Nutz

Finance Stochastics, 2017