Kirchler, Matthias

7 publications

TMLR 2025 On the Challenges and Opportunities in Generative AI Laura Manduchi, Clara Meister, Kushagra Pandey, Robert Bamler, Ryan Cotterell, Sina Däubener, Sophie Fellenz, Asja Fischer, Thomas Gärtner, Matthias Kirchler, Marius Kloft, Yingzhen Li, Christoph Lippert, Gerard de Melo, Eric Nalisnick, Björn Ommer, Rajesh Ranganath, Maja Rudolph, Karen Ullrich, Guy Van den Broeck, Julia E Vogt, Yixin Wang, Florian Wenzel, Frank Wood, Stephan Mandt, Vincent Fortuin

MIDL 2024 Heterogeneous Medical Data Integration with Multi-Source StyleGAN Wei-Cheng Lai, Matthias Kirchler, Hadya Yassin, Jana Fehr, Alexander Rakowski, Hampus Olsson, Ludger Starke, Jason M. Millward, Sonia Waiczies, Christoph Lippert

ICLR 2024 Kernelised Normalising Flows Eshant English, Matthias Kirchler, Christoph Lippert

ECML-PKDD 2024 MixerFlow: MLP-Mixer Meets Normalising Flows Eshant English, Matthias Kirchler, Christoph Lippert

ICML 2023 Training Normalizing Flows from Dependent Data Matthias Kirchler, Christoph Lippert, Marius Kloft

CVPR 2022 ContIG: Self-Supervised Multimodal Contrastive Learning for Medical Imaging with Genetics Aiham Taleb, Matthias Kirchler, Remo Monti, Christoph Lippert

AISTATS 2020 Two-Sample Testing Using Deep Learning Matthias Kirchler, Shahryar Khorasani, Marius Kloft, Christoph Lippert