Kilian Fatras
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
7
Venues
3
Active years
2019–2024
Best venue rank
A*
Where they publish
Papers
7 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | AISTATS | Simulation-Free Schrdinger Bridges via Score and Flow Matching. | Alexander Tong, Nikolay Malkin, Kilian Fatras, Lazar Atanackovic, Yanlei Zhang, Guillaume Huguet, Guy Wolf, Yoshua Bengio |
| 2024 | AISTATS | Generating and Imputing Tabular Data via Diffusion and Flow-based Gradient-Boosted Trees. | Alexia Jolicoeur-Martineau, Kilian Fatras, Tal Kachman |
| 2024 | ICLR | SE(3)-Stochastic Flow Matching for Protein Backbone Generation. | Avishek Joey Bose, Tara Akhound-Sadegh, Guillaume Huguet, Kilian Fatras, Jarrid Rector-Brooks, Cheng-Hao Liu, Andrei Cristian Nica, Maksym Korablyov, Michael M. Bronstein, Alexander Tong |
| 2024 | ICML | No Wrong Turns: The Simple Geometry Of Neural Networks Optimization Paths. | Charles Guille-Escuret, Hiroki Naganuma, Kilian Fatras, Ioannis Mitliagkas |
| 2021 | ICML | Unbalanced minibatch Optimal Transport; applications to Domain Adaptation. | Kilian Fatras, Thibault Sjourn, Rmi Flamary, Nicolas Courty |
| 2020 | AISTATS | Learning with minibatch Wasserstein : asymptotic and gradient properties. | Kilian Fatras, Younes Zine, Rmi Flamary, Rmi Gribonval, Nicolas Courty |
| 2019 | AISTATS | Proximal Splitting Meets Variance Reduction. | Fabian Pedregosa, Kilian Fatras, Mattia Casotto |