Gabrio Rizzuti
Georgia Institute of Technology
H-index: 13
North America-United States
Top articles of Gabrio Rizzuti
InvertibleNetworks. jl: A Julia package for scalable normalizing flows
arXiv preprint arXiv:2312.13480
2023/12/20
Rafael Orozco
H-Index: 2
Mathias Louboutin
H-Index: 12
Ali Siahkoohi
H-Index: 7
Gabrio Rizzuti
H-Index: 5
Bas Peters
H-Index: 7
Learned multiphysics inversion with differentiable programming and machine learning
The Leading Edge
2023/7
Mathias Louboutin
H-Index: 12
Ziyi Yin
H-Index: 0
Rafael Orozco
H-Index: 2
Ali Siahkoohi
H-Index: 7
Gabrio Rizzuti
H-Index: 5
Reliable amortized variational inference with physics-based latent distribution correction
Geophysics
2023/5/1
Adjoint operators enable fast and amortized machine learning based Bayesian uncertainty quantification
2023/4/3
Amortized normalizing flows for transcranial ultrasound with uncertainty quantification
arXiv preprint arXiv:2303.03478
2023/3/6
Towards retrospective motion correction and reconstruction for clinical 3D brain MRI protocols with a reference contrast
arXiv preprint arXiv:2301.01106
2023/1/3
Wave-equation-based inversion with amortized variational bayesian inference
arXiv preprint arXiv:2203.15881
2022/3/29
Deep Bayesian inference for seismic imaging with tasks
Geophysics
2022/9/1
Ali Siahkoohi
H-Index: 7
Gabrio Rizzuti
H-Index: 5
Accelerating innovation with software abstractions for scalable computational geophysics
2022/8/15
Mathias Louboutin
H-Index: 12
Ali Siahkoohi
H-Index: 7
Gabrio Rizzuti
H-Index: 5
Ziyi Yin
H-Index: 0
Rafael Orozco
H-Index: 2
Joint retrospective motion correction and reconstruction for brain MRI with a reference contrast
IEEE Transactions on Computational Imaging
2022/6/20
Gabrio Rizzuti
H-Index: 5
Alessandro Sbrizzi
H-Index: 11
WaRIance: wavefield reconstruction inversion with stochastic variable projection
arXiv preprint arXiv:2112.10550
2021/12/20
Gabrio Rizzuti
H-Index: 5
A dual formulation of wavefield reconstruction inversion for large-scale seismic inversion
Geophysics
2021/11/1
Photoacoustic imaging with conditional priors from normalizing flows
2021/10/19
Preconditioned training of normalizing flows for variational inference in inverse problems
arXiv preprint arXiv:2101.03709
2021/1/11
Time-Domain Wavefield Reconstruction Inversion for Large-Scale Seismic Inversion
2021
A deep-learning based Bayesian approach to seismic imaging and uncertainty quantification
2020/12/8
Ali Siahkoohi
H-Index: 7
Gabrio Rizzuti
H-Index: 5
Parameterizing uncertainty by deep invertible networks: An application to reservoir characterization
2020/10/11
Gabrio Rizzuti
H-Index: 5
Ali Siahkoohi
H-Index: 7
Extended source imaging—A unifying framework for seismic and medical imaging
2020/9/30
Uncertainty quantification in imaging and automatic horizon tracking—a Bayesian deep-prior based approach
2020/9/30
Ali Siahkoohi
H-Index: 7
Gabrio Rizzuti
H-Index: 5
