Scholar
Oscar Davis
Google Scholar ID: TvzgGj8AAAAJ
PhD student, University of Oxford
Citations & Impact
Citations
30
H-index
2
i10-index
1
Publications
4
Co-authors
8
list available
Publications
Resume (English only)
Academic Achievements
- Awarded the Tony Hoare Prize for the best MSc thesis of the year, titled 'Information Theoretic Perspectives on Graph Neural Networks'.
- Published: 'Generalised Flow Maps for Few-Step Generative Modelling on Riemannian Manifolds', NeurIPS 2025 FPI.
- Published: 'FORT: Forward-Only Regression Training of Normalizing Flows', ICML 2025 GenBio (best paper award).
- Published: 'SOAPIA: Vincoff, S.*, Davis, O.*, Ceylan, İ., Tong, A., Bose, J., Chatterjee, P.', ICLR 2025 GEM (spotlight) and ICLR 2025 LMRL, respectively.
- Published: 'Fisher Flow Matching for Generative Modeling over Discrete Data', NeurIPS 2024.
Background
- PhD student in Machine Learning with a focus on generative modelling.
Miscellany
- Personal project: Re-implemented the Inductive Moment Matching paper and shared the code on GitHub.
