Hans Van Gorp

According to our database, Hans Van Gorp authored at least 9 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A generative foundation model for five-class sleep staging with arbitrary sensor input.

Hans Van Gorp, Merel M. van Gilst, Pedro Fonseca, Fokke B. van Meulen, Johannes P. van Dijk, Sebastiaan Overeem, Ruud J. G. van Sloun

CoRR, 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

Model-Based Diffusion for Mitigating Automotive Radar Interference.

Jeroen Overdevest, Xinyi Wei, Hans Van Gorp, Ruud J. G. van Sloun

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Modeling the Impact of Inter-Rater Disagreement on Sleep Statistics Using Deep Generative Learning.

Hans Van Gorp, Merel M. van Gilst, Pedro Fonseca, Sebastiaan Overeem, Ruud J. G. van Sloun

IEEE J. Biomed. Health Informatics, November, 2023

Aleatoric Uncertainty Estimation of Overnight Sleep Statistics Through Posterior Sampling Using Conditional Normalizing Flows.

Hans Van Gorp, Merel M. van Gilst, Pedro Fonseca, Sebastiaan Overeem, Ruud J. G. van Sloun

Proceedings of the IEEE International Conference on Acoustics, 2023

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

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

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Active Deep Probabilistic Subsampling.

Hans Van Gorp, Iris A. M. Huijben, Bastiaan S. Veeling, Nicola Pezzotti, Ruud J. G. van Sloun

Proceedings of the 38th International Conference on Machine Learning, 2021

2019

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

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019