Elizabeth Louise Baker

According to our database, Elizabeth Louise Baker authored at least 11 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

GRIFDIR: Graph Resolution-Invariant FEM Diffusion Models in Function Spaces over Irregular Domains.

James Rowbottom, Elizabeth Louise Baker, Nick Huang, Ben Adcock, Carola-Bibiane Schönlieb, Alexander Denker

CoRR, May, 2026

Supervised Guidance Training for Infinite-Dimensional Diffusion Models.

Elizabeth Louise Baker, Alexander Denker, Jes Frellsen

CoRR, January, 2026

Scalable physical source-to-field inference with hypernetworks.

Berian James, Stefan Pollok, Ignacio Peis, Elizabeth Louise Baker, Jes Frellsen, Rasmus Bjørk

Trans. Mach. Learn. Res., 2026

2025

Stochastics of shapes and Kunita flows.

Stefan Sommer, Gefan Yang, Elizabeth Louise Baker

CoRR, December, 2025

Conditioning Diffusions Using Malliavin Calculus.

Jakiw Pidstrigach, Elizabeth Louise Baker, Carles Domingo-Enrich, George Deligiannidis, Nikolas Nüsken

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Infinite-dimensional Diffusion Bridge Simulation via Operator Learning.

Gefan Yang, Elizabeth Louise Baker, Michael L. Severinsen, Christy Anna Hipsley, Stefan Sommer

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

Score matching for bridges without learning time-reversals.

Elizabeth Louise Baker, Moritz Schauer, Stefan Sommer

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Score matching for bridges without time-reversals.

Elizabeth Louise Baker, Moritz Schauer, Stefan Sommer

CoRR, 2024

Simulating infinite-dimensional nonlinear diffusion bridges.

Gefan Yang, Elizabeth Louise Baker, Michael L. Severinsen, Christy Anna Hipsley, Stefan Sommer

CoRR, 2024

Conditioning non-linear and infinite-dimensional diffusion processes.

Elizabeth Louise Baker, Gefan Yang, Michael L. Severinsen, Christy Anna Hipsley, Stefan Sommer

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

2023

A Function Space Perspective on Stochastic Shape Evolution.

Elizabeth Louise Baker, Thomas Besnier, Stefan Sommer

Proceedings of the Image Analysis - 22nd Scandinavian Conference, 2023