![](https://dblp.org/img/logo.ua.320x120.png)
![](https://dblp.org/img/dropdown.dark.16x16.png)
![](https://dblp.org/img/peace.dark.16x16.png)
Остановите войну!
for scientists:
![search dblp search dblp](https://dblp.org/img/search.dark.16x16.png)
![search dblp](https://dblp.org/img/search.dark.16x16.png)
default search action
Jiaming Liu 0001
Person information
- affiliation: Washington University in St. Louis, MO, USA
Other persons with the same name
- Jiaming Liu — disambiguation page
- Jiaming Liu 0002
— University of Electronic Science and Technology of China, Chengdu, Sichuan, China
Refine list
![note](https://dblp.org/img/note-mark.dark.12x12.png)
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [c20]Marien Renaud, Jiaming Liu, Valentin De Bortoli, Andrés Almansa, Ulugbek Kamilov:
Plug-and-Play Posterior Sampling under Mismatched Measurement and Prior Models. ICLR 2024 - [i24]Edward P. Chandler, Shirin Shoushtari, Jiaming Liu, M. Salman Asif, Ulugbek S. Kamilov:
Overcoming Distribution Shifts in Plug-and-Play Methods with Test-Time Training. CoRR abs/2403.10374 (2024) - [i23]Zihao Zou, Shirin Shoushtari, Jiaming Liu, Jialiang Zhang, Patrick Judge, Emilia Santana, Alison Lim, Marcus Foston, Ulugbek S. Kamilov:
TVCondNet: A Conditional Denoising Neural Network for NMR Spectroscopy. CoRR abs/2405.11064 (2024) - 2023
- [j10]Weijie Gan
, Chunwei Ying
, Parna Eshraghi Boroojeni
, Tongyao Wang
, Cihat Eldeniz
, Yuyang Hu
, Jiaming Liu
, Yasheng Chen
, Hongyu An
, Ulugbek S. Kamilov
:
Self-Supervised Deep Equilibrium Models With Theoretical Guarantees and Applications to MRI Reconstruction. IEEE Trans. Computational Imaging 9: 796-807 (2023) - [c19]Shirin Shoushtari, Jiaming Liu, Ulugbek S. Kamilov:
Diffusion Models for Phase Retrieval in Computational Imaging. ACSSC 2023: 779-783 - [c18]Edward P. Chandler, Shirin Shoushtari, Jiaming Liu, M. Salman Asif, Ulugbek S. Kamilov:
Overcoming Distribution Shifts in Plug-and-Play Methods with Test- Time Training. CAMSAP 2023: 186-190 - [c17]Junhao Hu, Shirin Shoushtari, Zihao Zou, Jiaming Liu, Zhixin Sun, Ulugbek S. Kamilov:
Robustness of Deep Equilibrium Architectures to Changes in the Measurement Model. ICASSP 2023: 1-5 - [c16]Tomás Kerepecký, Jiaming Liu, Xue Wen Ng, David W. Piston, Ulugbek S. Kamilov:
Dual-Cycle: Self-Supervised Dual-View Fluorescence Microscopy Image Reconstruction using CycleGAN. ICASSP 2023: 1-5 - [c15]Jiaming Liu, Rushil Anirudh, Jayaraman J. Thiagarajan, Stewart He, K. Aditya Mohan, Ulugbek S. Kamilov, Hyojin Kim:
DOLCE: A Model-Based Probabilistic Diffusion Framework for Limited-Angle CT Reconstruction. ICCV 2023: 10464-10474 - [c14]Weijie Gan, Shirin Shoushtari, Yuyang Hu, Jiaming Liu, Hongyu An, Ulugbek Kamilov:
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems. NeurIPS 2023 - [i22]Weijie Gan, Shirin Shoushtari, Yuyang Hu, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov:
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems. CoRR abs/2305.12672 (2023) - [i21]Shirin Shoushtari, Jiaming Liu, Edward P. Chandler, M. Salman Asif, Ulugbek S. Kamilov:
Prior Mismatch and Adaptation in PnP-ADMM with a Nonconvex Convergence Analysis. CoRR abs/2310.00133 (2023) - [i20]Marien Renaud, Jiaming Liu, Valentin De Bortoli, Andrés Almansa, Ulugbek S. Kamilov:
Plug-and-Play Posterior Sampling under Mismatched Measurement and Prior Models. CoRR abs/2310.03546 (2023) - [i19]Zihao Zou, Jiaming Liu, Shirin Shoushtari, Yubo Wang, Weijie Gan, Ulugbek S. Kamilov:
FLAIR: A Conditional Diffusion Framework with Applications to Face Video Restoration. CoRR abs/2311.15445 (2023) - 2022
- [j9]Shirin Shoushtari
, Jiaming Liu
, Yuyang Hu
, Ulugbek S. Kamilov
:
Deep Model-Based Architectures for Inverse Problems Under Mismatched Priors. IEEE J. Sel. Areas Inf. Theory 3(3): 468-480 (2022) - [j8]Weijie Gan
, Yu Sun
, Cihat Eldeniz
, Jiaming Liu
, Hongyu An
, Ulugbek S. Kamilov
:
Deformation-Compensated Learning for Image Reconstruction Without Ground Truth. IEEE Trans. Medical Imaging 41(9): 2371-2384 (2022) - [c13]Yuyang Hu, Jiaming Liu, Xiaojian Xu, Ulugbek S. Kamilov:
Monotonically Convergent Regularization by Denoising. ICIP 2022: 426-430 - [c12]Jiaming Liu, Xiaojian Xu, Weijie Gan, Shirin Shoushtari, Ulugbek Kamilov:
Online Deep Equilibrium Learning for Regularization by Denoising. NeurIPS 2022 - [i18]Yuyang Hu, Jiaming Liu, Xiaojian Xu, Ulugbek S. Kamilov:
Monotonically Convergent Regularization by Denoising. CoRR abs/2202.04961 (2022) - [i17]Jiaming Liu, Xiaojian Xu, Weijie Gan, Shirin Shoushtari, Ulugbek S. Kamilov:
Online Deep Equilibrium Learning for Regularization by Denoising. CoRR abs/2205.13051 (2022) - [i16]Shirin Shoushtari, Jiaming Liu, Yuyang Hu, Ulugbek S. Kamilov:
Deep Model-Based Architectures for Inverse Problems under Mismatched Priors. CoRR abs/2207.13200 (2022) - [i15]Tomás Kerepecký, Jiaming Liu, Xue Wen Ng, David W. Piston, Ulugbek S. Kamilov:
Dual-Cycle: Self-Supervised Dual-View Fluorescence Microscopy Image Reconstruction using CycleGAN. CoRR abs/2209.11729 (2022) - [i14]Weijie Gan, Chunwei Ying, Parna Eshraghi, Tongyao Wang, Cihat Eldeniz
, Yuyang Hu, Jiaming Liu, Yasheng Chen, Hongyu An
, Ulugbek S. Kamilov:
Self-Supervised Deep Equilibrium Models for Inverse Problems with Theoretical Guarantees. CoRR abs/2210.03837 (2022) - [i13]Shirin Shoushtari, Jiaming Liu, Ulugbek S. Kamilov:
DOLPH: Diffusion Models for Phase Retrieval. CoRR abs/2211.00529 (2022) - [i12]Junhao Hu, Shirin Shoushtari, Zihao Zou, Jiaming Liu, Zhixin Sun, Ulugbek S. Kamilov:
Robustness of Deep Equilibrium Architectures to Changes in the Measurement Model. CoRR abs/2211.00531 (2022) - [i11]Jiaming Liu, Rushil Anirudh, Jayaraman J. Thiagarajan, Stewart He, K. Aditya Mohan, Ulugbek S. Kamilov, Hyojin Kim:
DOLCE: A Model-Based Probabilistic Diffusion Framework for Limited-Angle CT Reconstruction. CoRR abs/2211.12340 (2022) - 2021
- [j7]Jiaming Liu
, Yu Sun
, Weijie Gan, Xiaojian Xu
, Brendt Wohlberg
, Ulugbek S. Kamilov
:
SGD-Net: Efficient Model-Based Deep Learning With Theoretical Guarantees. IEEE Trans. Computational Imaging 7: 598-610 (2021) - [j6]Yu Sun
, Jiaming Liu
, Mingyang Xie, Brendt Wohlberg
, Ulugbek S. Kamilov
:
CoIL: Coordinate-Based Internal Learning for Tomographic Imaging. IEEE Trans. Computational Imaging 7: 1400-1412 (2021) - [c11]Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov:
Stochastic Deep Unfolding for Imaging Inverse Problems. ICASSP 2021: 1395-1399 - [c10]Mingyang Xie, Jiaming Liu, Yu Sun, Weijie Gan, Brendt Wohlberg, Ulugbek S. Kamilov:
Joint Reconstruction and Calibration Using Regularization by Denoising with Application to Computed Tomography. ICCVW 2021: 4011-4020 - [c9]Weijie Gan, Yuyang Hu, Cihat Eldeniz
, Jiaming Liu, Yasheng Chen, Hongyu An
, Ulugbek S. Kamilov:
SS-JIRCS: Self-Supervised Joint Image Reconstruction and Coil Sensitivity Calibration in Parallel MRI without Ground Truth. ICCVW 2021: 4031-4039 - [c8]Yu Sun, Jiaming Liu, Yiran Sun, Brendt Wohlberg, Ulugbek Kamilov:
Async-RED: A Provably Convergent Asynchronous Block Parallel Stochastic Method using Deep Denoising Priors. ICLR 2021 - [c7]Weijie Gan, Yu Sun, Cihat Eldeniz
, Jiaming Liu, Hongyu An
, Ulugbek S. Kamilov:
Deep Image Reconstruction Using Unregistered Measurements Without Groundtruth. ISBI 2021: 1531-1534 - [c6]Jiaming Liu, M. Salman Asif, Brendt Wohlberg, Ulugbek Kamilov:
Recovery Analysis for Plug-and-Play Priors using the Restricted Eigenvalue Condition. NeurIPS 2021: 5921-5933 - [i10]Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov:
SGD-Net: Efficient Model-Based Deep Learning with Theoretical Guarantees. CoRR abs/2101.09379 (2021) - [i9]Jiaming Liu, M. Salman Asif, Brendt Wohlberg, Ulugbek S. Kamilov:
Recovery Analysis for Plug-and-Play Priors using the Restricted Eigenvalue Condition. CoRR abs/2106.03668 (2021) - [i8]Weijie Gan, Yu Sun, Cihat Eldeniz, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov:
MoDIR: Motion-Compensated Training for Deep Image Reconstruction without Ground Truth. CoRR abs/2107.05533 (2021) - 2020
- [j5]Jiaming Liu
, Yu Sun
, Cihat Eldeniz
, Weijie Gan, Hongyu An
, Ulugbek S. Kamilov
:
RARE: Image Reconstruction Using Deep Priors Learned Without Groundtruth. IEEE J. Sel. Top. Signal Process. 14(6): 1088-1099 (2020) - [j4]Zihui Wu
, Yu Sun
, Alex Matlock, Jiaming Liu
, Lei Tian
, Ulugbek S. Kamilov
:
SIMBA: Scalable Inversion in Optical Tomography Using Deep Denoising Priors. IEEE J. Sel. Top. Signal Process. 14(6): 1163-1175 (2020) - [j3]Guangxiao Song
, Yu Sun
, Jiaming Liu, Zhijie Wang, Ulugbek S. Kamilov
:
A New Recurrent Plug-and-Play Prior Based on the Multiple Self-Similarity Network. IEEE Signal Process. Lett. 27: 451-455 (2020) - [j2]Xiaojian Xu
, Yu Sun
, Jiaming Liu
, Brendt Wohlberg
, Ulugbek S. Kamilov
:
Provable Convergence of Plug-and-Play Priors With MMSE Denoisers. IEEE Signal Process. Lett. 27: 1280-1284 (2020) - [j1]Yu Sun
, Jiaming Liu, Ulugbek S. Kamilov
:
Block Coordinate Regularization by Denoising. IEEE Trans. Computational Imaging 6: 908-921 (2020) - [c5]Weijie Gan, Cihat Eldeniz
, Jiaming Liu, Sihao Chen, Hongyu An
, Ulugbek S. Kamilov:
Image Reconstruction for MRI using Deep CNN Priors Trained without Groundtruth. ACSSC 2020: 475-479 - [c4]Xiaojian Xu, Jiaming Liu, Yu Sun, Brendt Wohlberg, Ulugbek S. Kamilov:
Boosting the Performance of Plug-and-Play Priors via Denoiser Scaling. ACSSC 2020: 1305-1312 - [i7]Weijie Gan, Yu Sun, Cihat Eldeniz, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov:
Deep Image Reconstruction using Unregistered Measurements without Groundtruth. CoRR abs/2009.13986 (2020) - [i6]Yu Sun, Jiaming Liu, Yiran Sun, Brendt Wohlberg, Ulugbek S. Kamilov:
Async-RED: A Provably Convergent Asynchronous Block Parallel Stochastic Method using Deep Denoising Priors. CoRR abs/2010.01446 (2020) - [i5]Mingyang Xie, Yu Sun, Jiaming Liu, Brendt Wohlberg, Ulugbek S. Kamilov:
Joint Reconstruction and Calibration using Regularization by Denoising. CoRR abs/2011.13391 (2020)
2010 – 2019
- 2019
- [c3]Jiaming Liu, Yu Sun, Xiaojian Xu, Ulugbek S. Kamilov:
Image Restoration Using Total Variation Regularized Deep Image Prior. ICASSP 2019: 7715-7719 - [c2]Zihui Wu, Yu Sun, Jiaming Liu, Ulugbek Kamilov:
Online Regularization by Denoising with Applications to Phase Retrieval. ICCV Workshops 2019: 3887-3895 - [c1]Yu Sun, Jiaming Liu, Ulugbek Kamilov:
Block Coordinate Regularization by Denoising. NeurIPS 2019: 380-390 - [i4]Yu Sun, Jiaming Liu, Ulugbek S. Kamilov:
Block Coordinate Regularization by Denoising. CoRR abs/1905.05113 (2019) - [i3]Zihui Wu, Yu Sun, Jiaming Liu, Ulugbek S. Kamilov:
Online Regularization by Denoising with Applications to Phase Retrieval. CoRR abs/1909.02040 (2019) - [i2]Jiaming Liu, Yu Sun, Ulugbek S. Kamilov:
Infusing Learned Priors into Model-Based Multispectral Imaging. CoRR abs/1909.09313 (2019) - 2018
- [i1]Jiaming Liu, Yu Sun, Xiaojian Xu, Ulugbek S. Kamilov:
Image Restoration using Total Variation Regularized Deep Image Prior. CoRR abs/1810.12864 (2018)
Coauthor Index
![](https://dblp.org/img/cog.dark.24x24.png)
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 2024-08-19 20:36 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint