Amortized Normalizing Flows for Transcranial Ultrasound with Uncertainty
Quantification

Amortized Normalizing Flows for Transcranial Ultrasound with Uncertainty Quantification

International Conference on Medical Imaging with Deep Learning (MIDL), 2023

6 March 2023

Tristan van Leeuwen

Felix J. Herrmann

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Papers citing "Amortized Normalizing Flows for Transcranial Ultrasound with Uncertainty Quantification"

7 / 7 papers shown

Title
BrainPuzzle: Hybrid Physics and Data-Driven Reconstruction for Transcranial Ultrasound Tomography Shengyu Chen Shihang Feng Yi Luo Xiaowei Jia Youzuo Lin 56 0 0 22 Oct 2025
InvertibleNetworks.jl: A Julia package for scalable normalizing flows Rafael Orozco Philipp A. Witte M. Louboutin Ali Siahkoohi G. Rizzuti Bas Peters Felix J. Herrmann 140 9 0 20 Dec 2023
WISE: full-Waveform variational Inference via Subsurface Extensions Ziyi Yin Rafael Orozco M. Louboutin Felix J. Herrmann 195 17 0 11 Dec 2023
Inference of CO2 flow patterns -- a feasibility study A. Gahlot Huseyin Tuna Erdinc Rafael Orozco Ziyi Yin Felix J. Herrmann 136 7 0 01 Nov 2023
Solving multiphysics-based inverse problems with learned surrogates and constraintsAdvanced Modeling and Simulation in Engineering Sciences (AMSES), 2023 Ziyi Yin Rafael Orozco M. Louboutin Felix J. Herrmann AI4CE 254 14 0 18 Jul 2023
Refining Amortized Posterior Approximations using Gradient-Based Summary Statistics Rafael Orozco Ali Siahkoohi M. Louboutin Felix J. Herrmann 171 3 0 15 May 2023
Learned multiphysics inversion with differentiable programming and machine learningThe Leading Edge (LE), 2023 M. Louboutin Ziyi Yin Rafael Orozco Thomas J. Grady Ali Siahkoohi G. Rizzuti Philipp A. Witte O. Møyner Gerard Gorman Felix J. Herrmann AI4CE 197 13 0 12 Apr 2023