33 citations · 33 across the 3 of their papers we have counts for
3 papers
Iterative Amortized Hierarchical VAE
Simon W. Penninga, Ruud J. G. van Sloun
In this paper we propose the Iterative Amortized Hierarchical Variational Autoencoder (IA-HVAE), which expands on amortized inference with a hybrid scheme containing an initial amo…
Deep Sylvester Posterior Inference for Adaptive Compressed Sensing in Ultrasound Imaging
Simon W. Penninga, Hans van Gorp, Ruud J. G. van Sloun
Ultrasound images are commonly formed by sequential acquisition of beam-steered scan-lines. Minimizing the number of required scan-lines can significantly enhance frame rate, field…
Learning Sampling and Model-Based Signal Recovery for Compressed Sensing MRI
Iris A. M. Huijben, Bastiaan S. Veeling, Ruud J. G. van Sloun
Compressed sensing (CS) MRI relies on adequate undersampling of the k-space to accelerate the acquisition without compromising image quality. Consequently, the design of optimal sa…