Gefan Yang

According to our database, Gefan Yang authored at least 9 papers between 2023 and 2026.

Collaborative distances:

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

2026

Neural Backward Filtering Forward Guiding.

Gefan Yang, Frank van der Meulen, Stefan Sommer

CoRR, January, 2026

2025

Stochastics of shapes and Kunita flows.

Stefan Sommer, Gefan Yang, Elizabeth Louise Baker

CoRR, December, 2025

Neural Guided Diffusion Bridges.

Gefan Yang, Frank van der Meulen, Stefan Sommer

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

Conditioning Surface Shape Processes with Neural Operators.

Jingchao Zhou, Gefan Yang, Stefan Sommer

Proceedings of the Geometric Science of Information - 7th International Conference, 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

2024

Parameter Inference via Differentiable Diffusion Bridge Importance Sampling.

Nicklas Boserup, Gefan Yang, Michael L. Severinsen, Christy Anna Hipsley, 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 Denoising Diffusion Model for Fluid Field Prediction.

Gefan Yang, Stefan Sommer

CoRR, 2023