Publications
Variance reduction of diffusion model’s gradients with Taylor approximation-based control variate
Paul Jeha, Will Grathwohl, Michael Riis Andersen, Carl Henrik Ek, Jes Frellsen
ICML 2024 Workshop on Structured Probabilistic Inference & Generative Modeling
Learning energy-based models by self-normalising the likelihood
Hugo Henri Joseph Senetaire, Paul Jeha, Jes Frellsen, Pierre-Alexandre Mattei
Work in progress, 2024
PSA-GAN: Progressive Self Attention GANs for Synthetic Time Series
Paul Jeha*, Michael Bohlke-Schneider*, Pedro Mercado, Shubham Kapoor, Rajbir Singh Nirwan, Valentin Flunkert, Jan Gasthaus, Tim Januschowsk
International Conference on Learning Representations (ICLR) , 2022
ICML Workshop on Time Series, 2021. - Contributed Talk