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cs.LG2026
Deep Bayesian REFoCUS
Simon Penninga, Ruud van Sloun
In this work we formulate ultrasound multistatic recovery from arbitrary transmit sequences as a Bayesian inference problem. To that end, we train a deep generative prior on multis…
cs.LG2026
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…