Timothy James Hitge
I am a PhD student at Imperial College London, where I work on generative models with applications in parameter inference and the sciences. I have the good fortune of being supervised by Elizaveta Semenova and Joey Bose with funding from the President’s Scholarship.
I did my MSc at AIMS South Africa and completed my undergraduate studies in Computing and Mathematics at the University of Cape Town. Between degrees I interned at InstaDeep and worked as a research assistant at both Imperial and the University of Cape Town.
You can reach me at t.hitge@imperial.ac.uk, or find me on GitHub and Google Scholar.
Selected publications
-
2026
Normalizing flow maps
NeurIPS 2026 Workshop on AI for Stochastic Dynamics, 2026 Oral
To appear. * Equal contribution.
-
2026
Mamba flow matching neural processes: linear-time inference for irregularly observed spatial fields
NeurIPS 2026, 2026
To appear.
-
2025
NeurIPS 2025, Position Paper Track, 2025
-
2025
Workshop on Differentiable Systems and Scientific Machine Learning @ EurIPS 2025, 2025