Oscar Davis

According to our database, Oscar Davis authored at least 5 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Scaling Categorical Flow Maps.

Oscar Davis, Anastasiia Filippova, Pierre Ablin, Victor Turrisi, Amitis Shidani, Marco Cuturi, Louis Béthune

CoRR, May, 2026

Categorical Flow Maps.

Daan Roos, Oscar Davis, Floor Eijkelboom, Michael M. Bronstein, Max Welling, Ismail Ilkan Ceylan, Luca Ambrogioni, Jan-Willem van de Meent

CoRR, February, 2026

2025

Generalised Flow Maps for Few-Step Generative Modelling on Riemannian Manifolds.

Oscar Davis, Michael S. Albergo, Nicholas M. Boffi, Michael M. Bronstein, Avishek Joey Bose

CoRR, October, 2025

FORT: Forward-Only Regression Training of Normalizing Flows.

Danyal Rehman, Oscar Davis, Jiarui Lu, Jian Tang, Michael M. Bronstein, Yoshua Bengio, Alexander Tong, Avishek Joey Bose

CoRR, June, 2025

2024

Fisher Flow Matching for Generative Modeling over Discrete Data.

Oscar Davis, Samuel Kessler, Mircea Petrache, Ismail Ilkan Ceylan, Michael M. Bronstein, Avishek Joey Bose

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024