Publications

GradRig: Differentiable Weights for Skinned Gaussian Splat Deformation
Nina Vesseron, Élie Michel
under review
paper

On the Wasserstein Geodesic Principal Component Analysis of probability measures
Nina Vesseron, Elsa Cazelles, Alice Le Brigant, Thierry Klein
International Conference on Learning Representations (ICLR 2026) — Oral Presentation
paper

Sample and Map from a Single Convex Potential: Generation using Conjugate Moment Measures
Nina Vesseron, Louis Béthune, Marco Cuturi
Neural Information Processing Systems (NeurIPS 2025) — Poster, with an Oral Presentation at NeurIPS@Paris
paper

On a Neural Implementation of Brenier’s Polar Factorization
Nina Vesseron, Marco Cuturi
International Conference on Machine Learning (ICML 2024) — Spotlight Paper
paper

Deep Neural Networks are Congestion Games: From Loss Landscape to Wardrop Equilibrium and Beyond
Nina Vesseron, Ievgen Redko, Charlotte Laclau
International Conference on Artificial Intelligence and Statistics (AISTATS 2021)
paper