default search action
Ali Siahkoohi
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [j2]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. J. Open Source Softw. 9(99): 6554 (2024) - [j1]Lorenzo Luzi, Paul M. Mayer, Josue Casco-Rodriguez, Ali Siahkoohi, Richard G. Baraniuk:
Boomerang: Local sampling on image manifolds using diffusion models. Trans. Mach. Learn. Res. 2024 (2024) - [c8]Lorenzo Luzi, Daniel LeJeune, Ali Siahkoohi, Sina Alemohammad, Vishwanath Saragadam, Hossein Babaei, Naiming Liu, Zichao Wang, Richard G. Baraniuk:
Titan: Bringing the Deep Image Prior to Implicit Representations. ICASSP 2024: 6165-6169 - [c7]Sina Alemohammad, Josue Casco-Rodriguez, Lorenzo Luzi, Ahmed Imtiaz Humayun, Hossein Babaei, Daniel LeJeune, Ali Siahkoohi, Richard G. Baraniuk:
Self-Consuming Generative Models Go MAD. ICLR 2024 - [i27]Rafael Orozco, Ali Siahkoohi, Mathias Louboutin, Felix J. Herrmann:
ASPIRE: Iterative Amortized Posterior Inference for Bayesian Inverse Problems. CoRR abs/2405.05398 (2024) - [i26]Paul M. Mayer, Lorenzo Luzi, Ali Siahkoohi, Don H. Johnson, Richard G. Baraniuk:
Removing Bias from Maximum Likelihood Estimation with Model Autophagy. CoRR abs/2405.13977 (2024) - [i25]Lorenzo Baldassari, Ali Siahkoohi, Josselin Garnier, Knut Solna, Maarten V. de Hoop:
Taming Score-Based Diffusion Priors for Infinite-Dimensional Nonlinear Inverse Problems. CoRR abs/2405.15676 (2024) - 2023
- [c6]Ali Siahkoohi, Rudy Morel, Maarten V. de Hoop, Erwan Allys, Grégory Sainton, Taichi Kawamura:
Unearthing InSights into Mars: Unsupervised Source Separation with Limited Data. ICML 2023: 31754-31772 - [c5]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: 332-349 - [c4]Rafael Orozco, Ali Siahkoohi, Gabrio Rizzuti, Tristan van Leeuwen, Felix J. Herrmann:
Adjoint operators enable fast and amortized machine learning based Bayesian uncertainty quantification. Image Processing 2023 - [c3]Lorenzo Baldassari, Ali Siahkoohi, Josselin Garnier, Knut Solna, Maarten V. de Hoop:
Conditional score-based diffusion models for Bayesian inference in infinite dimensions. NeurIPS 2023 - [i24]Ali Siahkoohi, Rudy Morel, Maarten V. de Hoop, Erwan Allys, Grégory Sainton, Taichi Kawamura:
Unearthing InSights into Mars: unsupervised source separation with limited data. CoRR abs/2301.11981 (2023) - [i23]Rafael Orozco, Mathias Louboutin, Ali Siahkoohi, Gabrio Rizzuti, Tristan van Leeuwen, Felix J. Herrmann:
Amortized Normalizing Flows for Transcranial Ultrasound with Uncertainty Quantification. CoRR abs/2303.03478 (2023) - [i22]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 abs/2304.05592 (2023) - [i21]Rafael Orozco, Ali Siahkoohi, Mathias Louboutin, Felix J. Herrmann:
Refining Amortized Posterior Approximations using Gradient-Based Summary Statistics. CoRR abs/2305.08733 (2023) - [i20]Ali Siahkoohi, Rudy Morel, Randall Balestriero, Erwan Allys, Grégory Sainton, Taichi Kawamura, Maarten V. de Hoop:
Martian time-series unraveled: A multi-scale nested approach with factorial variational autoencoders. CoRR abs/2305.16189 (2023) - [i19]Lorenzo Baldassari, Ali Siahkoohi, Josselin Garnier, Knut Solna, Maarten V. de Hoop:
Conditional score-based diffusion models for Bayesian inference in infinite dimensions. CoRR abs/2305.19147 (2023) - [i18]Sina Alemohammad, Josue Casco-Rodriguez, Lorenzo Luzi, Ahmed Imtiaz Humayun, Hossein Babaei, Daniel LeJeune, Ali Siahkoohi, Richard G. Baraniuk:
Self-Consuming Generative Models Go MAD. CoRR abs/2307.01850 (2023) - [i17]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 abs/2312.13480 (2023) - 2022
- [c2]Ali Siahkoohi, Michael Chinen, Tom Denton, W. Bastiaan Kleijn
Ultra-Low-Bitrate Speech Coding with Pretrained Transformers. INTERSPEECH 2022: 4421-4425 - [i16]Ali Siahkoohi, Mathias Louboutin, Felix J. Herrmann:
Velocity continuation with Fourier neural operators for accelerated uncertainty quantification. CoRR abs/2203.14386 (2022) - [i15]Ziyi Yin
Learned coupled inversion for carbon sequestration monitoring and forecasting with Fourier neural operators. CoRR abs/2203.14396 (2022) - [i14]Mathias Louboutin, Philipp A. Witte, Ali Siahkoohi, Gabrio Rizzuti, Ziyi Yin
Accelerating innovation with software abstractions for scalable computational geophysics. CoRR abs/2203.15038 (2022) - [i13]Ali Siahkoohi, Michael Chinen, Tom Denton, W. Bastiaan Kleijn
Ultra-Low-Bitrate Speech Coding with Pretrained Transformers. CoRR abs/2207.02262 (2022) - [i12]Ali Siahkoohi, Gabrio Rizzuti, Rafael Orozco, Felix J. Herrmann:
Reliable amortized variational inference with physics-based latent distribution correction. CoRR abs/2207.11640 (2022) - [i11]Lorenzo Luzi, Ali Siahkoohi, Paul M. Mayer, Josue Casco-Rodriguez, Richard G. Baraniuk:
Boomerang: Local sampling on image manifolds using diffusion models. CoRR abs/2210.12100 (2022) - 2021
- [i10]Ali Siahkoohi, Gabrio Rizzuti, Mathias Louboutin, Philipp A. Witte, Felix J. Herrmann:
Preconditioned training of normalizing flows for variational inference in inverse problems. CoRR abs/2101.03709 (2021) - [i9]Ali Siahkoohi, Felix J. Herrmann:
Learning by example: fast reliability-aware seismic imaging with normalizing flows. CoRR abs/2104.06255 (2021) - [i8]Mathias Louboutin, Ali Siahkoohi, Rongrong Wang, Felix J. Herrmann:
Low-memory stochastic backpropagation with multi-channel randomized trace estimation. CoRR abs/2106.06998 (2021) - 2020
- [i7]Ali Siahkoohi, Gabrio Rizzuti, Felix J. Herrmann:
A deep-learning based Bayesian approach to seismic imaging and uncertainty quantification. CoRR abs/2001.04567 (2020) - [i6]Ali Siahkoohi, Gabrio Rizzuti, Felix J. Herrmann:
Uncertainty quantification in imaging and automatic horizon tracking: a Bayesian deep-prior based approach. CoRR abs/2004.00227 (2020) - [i5]Mi Zhang, Ali Siahkoohi, Felix J. Herrmann:
Transfer learning in large-scale ocean bottom seismic wavefield reconstruction. CoRR abs/2004.07388 (2020) - [i4]Gabrio Rizzuti, Ali Siahkoohi, Philipp A. Witte, Felix J. Herrmann:
Parameterizing uncertainty by deep invertible networks, an application to reservoir characterization. CoRR abs/2004.07871 (2020) - [i3]Ali Siahkoohi, Gabrio Rizzuti, Philipp A. Witte, Felix J. Herrmann:
Faster Uncertainty Quantification for Inverse Problems with Conditional Normalizing Flows. CoRR abs/2007.07985 (2020)
2010 – 2019
- 2019
- [i2]Felix J. Herrmann, Ali Siahkoohi, Gabrio Rizzuti:
Learned imaging with constraints and uncertainty quantification. CoRR abs/1909.06473 (2019) - [i1]Ali Siahkoohi, Mathias Louboutin, Felix J. Herrmann:
Neural network augmented wave-equation simulation. CoRR abs/1910.00925 (2019) - 2011
- [c1]Amir Najafi
A content-based digital image watermarking algorithm robust against JPEG compression. ISSPIT 2011: 432-437
Coauthor Index
aka: Felix Johan Herrmann
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2025-01-20 22:50 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: