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Gabrio Rizzuti
ORCID
Publication Activity (10 Years)
Years Active: 2016-2023
Publications (10 Years): 17
Top Topics
Dempster Shafer
Variational Inference
Motion Correction
Inverse Problems
Top Venues
CoRR
J. Comput. Phys.
IEEE Trans. Computational Imaging
MIDL
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Publications
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Rafael Orozco
,
Ali Siahkoohi
,
Gabrio Rizzuti
,
Tristan van Leeuwen
,
Felix J. Herrmann
Adjoint operators enable fast and amortized machine learning based Bayesian uncertainty quantification.
Medical Imaging: Image Processing
(2023)
Rafael Orozco
,
Philipp A. Witte
,
Mathias Louboutin
,
Ali Siahkoohi
,
Gabrio Rizzuti
,
Bas Peters
,
Felix J. Herrmann
InvertibleNetworks.jl: A Julia package for scalable normalizing flows.
CoRR
(2023)
Rafael Orozco
,
Mathias Louboutin
,
Ali Siahkoohi
,
Gabrio Rizzuti
,
Tristan van Leeuwen
,
Felix Johan Herrmann
Amortized Normalizing Flows for Transcranial Ultrasound with Uncertainty Quantification.
MIDL
(2023)
Mathias Louboutin
,
Ziyi Yin
,
Rafael Orozco
,
Thomas J. Grady II
,
Ali Siahkoohi
,
Gabrio Rizzuti
,
Philipp A. Witte
,
Olav Møyner
,
Gerard J. Gorman
,
Felix J. Herrmann
Learned multiphysics inversion with differentiable programming and machine learning.
CoRR
(2023)
Rafael Orozco
,
Mathias Louboutin
,
Ali Siahkoohi
,
Gabrio Rizzuti
,
Tristan van Leeuwen
,
Felix J. Herrmann
Amortized Normalizing Flows for Transcranial Ultrasound with Uncertainty Quantification.
CoRR
(2023)
Ali Siahkoohi
,
Gabrio Rizzuti
,
Rafael Orozco
,
Felix J. Herrmann
Reliable amortized variational inference with physics-based latent distribution correction.
CoRR
(2022)
Mathias Louboutin
,
Philipp A. Witte
,
Ali Siahkoohi
,
Gabrio Rizzuti
,
Ziyi Yin
,
Rafael Orozco
,
Felix J. Herrmann
Accelerating innovation with software abstractions for scalable computational geophysics.
CoRR
(2022)
Gabrio Rizzuti
,
Alessandro Sbrizzi
,
Tristan van Leeuwen
Joint Retrospective Motion Correction and Reconstruction for Brain MRI With a Reference Contrast.
IEEE Trans. Computational Imaging
8 (2022)
Ali Siahkoohi
,
Gabrio Rizzuti
,
Mathias Louboutin
,
Philipp A. Witte
,
Felix J. Herrmann
Preconditioned training of normalizing flows for variational inference in inverse problems.
CoRR
(2021)
Gabrio Rizzuti
,
Tristan van Leeuwen
WaRIance: wavefield reconstruction inversion with stochastic variable projection.
CoRR
(2021)
Ali Siahkoohi
,
Gabrio Rizzuti
,
Felix J. Herrmann
A deep-learning based Bayesian approach to seismic imaging and uncertainty quantification.
CoRR
(2020)
Ali Siahkoohi
,
Gabrio Rizzuti
,
Felix J. Herrmann
Uncertainty quantification in imaging and automatic horizon tracking: a Bayesian deep-prior based approach.
CoRR
(2020)
Gabrio Rizzuti
,
Ali Siahkoohi
,
Philipp A. Witte
,
Felix J. Herrmann
Parameterizing uncertainty by deep invertible networks, an application to reservoir characterization.
CoRR
(2020)
Ziyi Yin
,
Rafael Orozco
,
Philipp A. Witte
,
Mathias Louboutin
,
Gabrio Rizzuti
,
Felix J. Herrmann
Extended source imaging, a unifying framework for seismic & medical imaging.
CoRR
(2020)
Ali Siahkoohi
,
Gabrio Rizzuti
,
Philipp A. Witte
,
Felix J. Herrmann
Faster Uncertainty Quantification for Inverse Problems with Conditional Normalizing Flows.
CoRR
(2020)
Felix J. Herrmann
,
Ali Siahkoohi
,
Gabrio Rizzuti
Learned imaging with constraints and uncertainty quantification.
CoRR
(2019)
Gabrio Rizzuti
,
Wim A. Mulder
Multigrid-based 'shifted-Laplacian' preconditioning for the time-harmonic elastic wave equation.
J. Comput. Phys.
317 (2016)