Conditioning non-linear and infinite-dimensional diffusion processes. - Elizabeth Louise Baker; Gefan Yang; Michael L. Severinsen; Christy Anna Hipsley; Stefan Sommer (NeurIPS, 2024)

Simulating infinite-dimensional nonlinear diffusion bridges. - Gefan Yang; Elizabeth Louise Baker; Michael L. Severinsen; Christy Anna Hipsley; Stefan Sommer (CoRR, 2024)

Parameter Inference via Differentiable Diffusion Bridge Importance Sampling. - Nicklas Boserup; Gefan Yang; Michael L. Severinsen; Christy Anna Hipsley; Stefan Sommer (CoRR, 2024)

Infinite-dimensional Diffusion Bridge Simulation via Operator Learning. - Gefan Yang; Elizabeth Louise Baker; Michael L. Severinsen; Christy Anna Hipsley; Stefan Sommer (AISTATS, 2025)