Dose distribution as outcome predictor for Gamma Knife radiosurgery on vestibular schwannoma. - P. P. J. H. Langenhuizen; Hans Van Gorp; Sveta Zinger; Jeroen Verheul; Sieger Leenstra; Peter H. N. de With (Computer-Aided Diagnosis, 2019)

Active Deep Probabilistic Subsampling. - Hans Van Gorp; Iris A. M. Huijben; Bastiaan S. Veeling; Nicola Pezzotti; Ruud J. G. van Sloun (ICML, 2021)

Image Denoising with Deep Unfolding And Normalizing Flows. - Xinyi Wei; Hans Van Gorp; Lizeth Gonzalez-Carabarin; Daniel Freedman; Yonina C. Eldar; Ruud J. G. van Sloun (ICASSP, 2022)

Deep Unfolding With Normalizing Flow Priors for Inverse Problems. - Xinyi Wei; Hans Van Gorp; Lizeth Gonzalez-Carabarin; Daniel Freedman; Yonina C. Eldar; Ruud J. G. van Sloun (IEEE Trans. Signal Process., 2022)

Aleatoric Uncertainty Estimation of Overnight Sleep Statistics Through Posterior Sampling Using Conditional Normalizing Flows. - Hans Van Gorp; Merel M. van Gilst; Pedro Fonseca 002; Sebastiaan Overeem; Ruud J. G. van Sloun (ICASSP, 2023)

Modeling the Impact of Inter-Rater Disagreement on Sleep Statistics Using Deep Generative Learning. - Hans Van Gorp; Merel M. van Gilst; Pedro Fonseca 002; Sebastiaan Overeem; Ruud J. G. van Sloun (IEEE J. Biomed. Health Informatics, 2023)

Model-Based Diffusion for Mitigating Automotive Radar Interference. - Jeroen Overdevest; Xinyi Wei; Hans Van Gorp; Ruud J. G. van Sloun (ICASSP Workshops, 2024)

The Tree of Diffusion Life: Evolutionary Embeddings to Understand the Generation Process of Diffusion Models. - Vidya Prasad; Hans Van Gorp; Christina Humer; Anna Vilanova; Nicola Pezzotti (CoRR, 2024)

A generative foundation model for five-class sleep staging with arbitrary sensor input. - Hans Van Gorp; Merel M. van Gilst; Pedro Fonseca 002; Fokke B. van Meulen; Johannes P. van Dijk; Sebastiaan Overeem; Ruud J. G. van Sloun (CoRR, 2024)

Deep Sylvester Posterior Inference for Adaptive Compressed Sensing in Ultrasound Imaging. - Simon W. Penninga; Hans Van Gorp; Ruud J. G. van Sloun (ICASSP, 2025)

Learning Structured Compressed Sensing with Automatic Resource Allocation. - Han Wang 052; Eduardo Pérez; Iris A. M. Huijben; Hans Van Gorp; Ruud van Sloun; Florian Römer (ICASSP, 2025)

Removing Structured Noise using Diffusion Models. - Tristan S. W. Stevens; Hans Van Gorp; Faik C. Meral; Jun Seob Shin; Jason Yu; Jean-Luc Robert; Ruud van Sloun (Trans. Mach. Learn. Res., 2025)

Neural Augmented Kalman Filters for Road Network assisted GNSS positioning. - Hans Van Gorp; Davide Belli; Amir Jalalirad; Bence Major (CoRR, 2025)