Generative Fractional Diffusion Models. - Gabriel Nobis; Marco Aversa; Maximilian Springenberg; Michael Detzel; Stefano Ermon; Shinichi Nakajima; Roderick Murray-Smith; Sebastian Lapuschkin; Christoph Knochenhauer; Luis Oala; Wojciech Samek (CoRR, 2023)

Generative Fractional Diffusion Models. - Gabriel Nobis; Maximilian Springenberg; Marco Aversa; Michael Detzel; Rembert Daems; Roderick Murray-Smith; Shinichi Nakajima; Sebastian Lapuschkin; Stefano Ermon; Tolga Birdal; Manfred Opper; Christoph Knochenhauer; et al. (NeurIPS, 2024)

Spatial Shortcuts in Graph Neural Controlled Differential Equations. - Michael Detzel; Gabriel Nobis; Jackie Ma; Wojciech Samek (CoRR, 2024)

Synthetic Datasets for Machine Learning on Spatio-Temporal Graphs using PDEs. - Jost Arndt; Utku Isil; Michael Detzel; Wojciech Samek; Jackie Ma (CoRR, 2025)