Brune, Christoph

7 publications

ICCVW 2023 DFM-X: Augmentation by Leveraging Prior Knowledge of Shortcut Learning Shunxin Wang, Christoph Brune, Raymond N. J. Veldhuis, Nicola Strisciuglio

MIDL 2023 Implicit Neural Representations for Deformable Image Registration Jelmer M Wolterink, Jesse C Zwienenberg, Christoph Brune

ICMLW 2023 Trajectory Generation, Control, and Safety with Denoising Diffusion Probabilistic Models Nicolò Botteghi, Federico Califano, Mannes Poel, Christoph Brune

ICCV 2023 What Do Neural Networks Learn in Image Classification? a Frequency Shortcut Perspective Shunxin Wang, Raymond Veldhuis, Christoph Brune, Nicola Strisciuglio

NeurIPSW 2022 Frequency Shortcut Learning in Neural Networks Shunxin Wang, Raymond Veldhuis, Christoph Brune, Nicola Strisciuglio

JMLR 2014 Optimal Data Collection for Informative Rankings Expose Well-Connected Graphs Braxton Osting, Christoph Brune, Stanley J. Osher

ICML 2013 Enhanced Statistical Rankings via Targeted Data Collection Braxton Osting, Christoph Brune, Stanley Osher