Davis, Oscar

4 publications

ICLR 2026 Efficient Regression-Based Training of Normalizing Flows for Boltzmann Generators Danyal Rehman, Oscar Davis, Jiarui Lu, Jian Tang, Michael M. Bronstein, Yoshua Bengio, Alexander Tong, Joey Bose

ICLR 2026 Generalised Flow Maps for Few-Step Generative Modelling on Riemannian Manifolds Oscar Davis, Michael Samuel Albergo, Nicholas Matthew Boffi, Michael M. Bronstein, Joey Bose

ICLRW 2025 SOAPI: Siamese-Guided Generation of Off-Target-Avoiding Protein Interactions Sophia Vincoff, Oscar Davis, Alexander Tong, Joey Bose, Pranam Chatterjee

NeurIPS 2024 Fisher Flow Matching for Generative Modeling over Discrete Data Oscar Davis, Samuel Kessler, Mircea Petrache, İsmail İlkan Ceylan, Michael Bronstein, Avishek Joey Bose