Hans Van Gorp

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Metropolis Hastings

Image Denoising

Inverse Problems

Diffusion Models

Top Venues

IEEE J. Biomed. Health Informatics

IEEE Trans. Signal Process.

Publications

Vidya Prasad, Hans Van Gorp, Christina Humer, Anna Vilanova, Nicola Pezzotti
The Tree of Diffusion Life: Evolutionary Embeddings to Understand the Generation Process of Diffusion Models. CoRR (2024)
Hans Van Gorp, Merel M. van Gilst, Pedro Fonseca, Sebastiaan Overeem, Ruud J. G. van Sloun
Aleatoric Uncertainty Estimation of Overnight Sleep Statistics Through Posterior Sampling Using Conditional Normalizing Flows. ICASSP (2023)
Hans Van Gorp, Merel M. van Gilst, Pedro Fonseca, Sebastiaan Overeem, Ruud J. G. van Sloun
Modeling the Impact of Inter-Rater Disagreement on Sleep Statistics Using Deep Generative Learning. IEEE J. Biomed. Health Informatics 27 (11) (2023)
Xinyi Wei, Hans Van Gorp, Lizeth Gonzalez-Carabarin, Daniel Freedman, Yonina C. Eldar, Ruud J. G. van Sloun
Image Denoising with Deep Unfolding And Normalizing Flows. ICASSP (2022)
Xinyi Wei, Hans Van Gorp, Lizeth Gonzalez-Carabarin, Daniel Freedman, Yonina C. Eldar, Ruud J. G. van Sloun
Deep Unfolding With Normalizing Flow Priors for Inverse Problems. IEEE Trans. Signal Process. 70 (2022)
Hans Van Gorp, Iris A. M. Huijben, Bastiaan S. Veeling, Nicola Pezzotti, Ruud J. G. van Sloun
Active Deep Probabilistic Subsampling. ICML (2021)