Nicolas Courty

Full Professor, IRISA

Joined

September 2017

Names

Nicolas Courty

Emails

****@univ-ubs.fr (Confirmed)

****@irisa.fr (Confirmed)

****@univ-ubs.fr (Confirmed)

****@yahoo.fr (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Full Professor

IRISA (irisa.fr)

2018 – Present

Assistant Professor

University Bretagne Sud (univ-ubs.fr)

2004 – 2018

Advisors, Relations & Conflicts

Coworker

Laetitica Chapel

2012 – Present

PhD Advisor

Bruno Arnaldi

1999 – 2002

Expertise

Optimal Transport / Wasserstein distances

Present

transfer learning

Present

Publications

Sliced-Wasserstein Distances and Flows on Cartan-Hadamard Manifolds. CoRR abs/2403.06560 (2024)
Clément Bonet, Lucas Drumetz, Nicolas Courty
- Journal of Machine Learning Research
- Readers: Everyone
Improving Multimodal Distillation for 3D Semantic Segmentation under Domain Shift
Björn Michele, Alexandre Boulch, Gilles Puy, Tuan-Hung VU, Renaud Marlet, Nicolas Courty
- BMVC
- Readers: Everyone
Busemann Functions in the Wasserstein Space: Existence, Closed-Forms, and Applications to Slicing
Clément Bonet, Elsa Cazelles, Lucas Drumetz, Nicolas Courty
- AISTATS 2026 Poster
- Readers: Everyone
Bridging Arbitrary and Tree Metrics via Differentiable Gromov Hyperbolicity
Pierre Houédry, Nicolas Courty, Florestan Martin-Baillon, Laetitia Chapel, Titouan Vayer
- NeurIPS 2025 poster
- Readers: Everyone
Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation
Björn Michele, Alexandre Boulch, Tuan-Hung Vu, Gilles Puy, Renaud Marlet, Nicolas Courty
- ECCV
- Readers: Everyone
Distributional Reduction: Unifying Dimensionality Reduction and Clustering with Gromov-Wasserstein
Hugues Van Assel, Cédric Vincent-Cuaz, Nicolas Courty, Rémi Flamary, Pascal Frossard, Titouan Vayer
- Accepted by TMLR
- Readers: Everyone
Slicing Unbalanced Optimal Transport
Clément Bonet, Kimia Nadjahi, Thibault Sejourne, Kilian FATRAS, Nicolas Courty
- Accepted by TMLR
- Readers: Everyone
Optimal Transport with Adaptive Regularisation
Hugues Van Assel, Titouan Vayer, Rémi Flamary, Nicolas Courty
- OTML 2023 Poster
- Readers: Everyone
Interpolating between Clustering and Dimensionality Reduction with Gromov-Wasserstein
Hugues Van Assel, Cédric Vincent-Cuaz, Titouan Vayer, Rémi Flamary, Nicolas Courty
- OTML 2023 Poster
- Readers: Everyone
Unbalanced Optimal Transport meets Sliced-Wasserstein
Thibault Sejourne, Clément Bonet, Kilian FATRAS, Kimia Nadjahi, Nicolas Courty
- Frontiers4LCD
- Readers: Everyone

View all 152 publications

Co-Authors

View all 150 co-authors