Ma, Jackie

4 publications

DMLR 2025 Synthetic Datasets for Machine Learning on Spatio-Temporal Graphs Using PDEs Jost Arndt, Utku Isil, Michael Detzel, Wojciech Samek, Jackie Ma

ICLRW 2024 Mathematical Modeling of Spatio-Temporal Disease Spreading Using PDEs for Machine Learning Jost Arndt, Jackie Ma

NeurIPSW 2024 Spatial Shortcuts in Graph Neural Controlled Differential Equations Michael Detzel, Gabriel Nobis, Jackie Ma, Wojciech Samek

ECCVW 2024 Synthetic Generation of Dermatoscopic Images with GAN and Closed-Form Factorization Rohan Reddy Mekala, Frederik Pahde, Simon Baur, Sneha Chandrashekar, Madeline Diep, Markus Wenzel, Eric L. Wisotzky, Galip Ümit Yolcu, Sebastian Lapuschkin, Jackie Ma, Peter Eisert, Mikael Lindvall, Adam A. Porter, Wojciech Samek