基本信息
views: 14

Bio
I enjoy studying the performance and reliability of Machine Learning for inverse problems, especially image reconstruction tasks. My current focus is on (1) understanding adversarial and distributional robustness of image reconstruction methods in the context of accelerated MRI reconstruction and (2) developing more robust models.
Research Interests
Papers共 10 篇Author StatisticsCo-AuthorSimilar Experts
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ICLR 2024 (2024)
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International Conference on Machine Learningpp.4754-4776, (2022)
M. Jorge Cardoso,Wenqi Li,Richard Brown,Nic Ma,Eric Kerfoot,Yiheng Wang, Benjamin Murrey,Andriy Myronenko,Can Zhao,Dong Yang,Vishwesh Nath,Yufan He,Ziyue Xu,Ali Hatamizadeh,Andriy Myronenko,Wentao Zhu,Yun Liu,Mingxin Zheng,Yucheng Tang,Isaac Yang, Michael Zephyr,Behrooz Hashemian,Sachidanand Alle,Mohammad Zalbagi Darestani,Charlie Budd,Marc Modat,Tom Vercauteren,Guotai Wang,Yiwen Li,Yipeng Hu,Yunguan Fu, Benjamin Gorman,Hans Johnson,Brad Genereaux,Barbaros S. Erdal,Vikash Gupta,Andres Diaz-Pinto,Andre Dourson,Lena Maier-Hein,Paul F. Jaeger,Michael Baumgartner,Jayashree Kalpathy-Cramer,Mona Flores,Justin Kirby,Lee A. D. Cooper,Holger R. Roth,Daguang Xu,David Bericat,Ralf Floca,S. Kevin Zhou,Haris Shuaib,Keyvan Farahani,Klaus H. Maier-Hein,Stephen Aylward,Prerna Dogra,Sebastien Ourselin,Andrew Feng
CoRR (2022)
openalex(2020)
arXiv (Cornell University) (2020)
Cited3Views0EIBibtex
3
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Mohammad Zalbagi Darestani,Vishwesh Nath, Wenqi Li, Yufan He,Holger Roth, Ziyue Xu, Daguang Xu, Reinhard Heckel, Can Zhao
ISMRM Annual Meeting 2023 ISMRM & ISMRT Annual Meeting
Author Statistics
#Papers: 10
#Citation: 1022
H-Index: 5
G-Index: 8
Sociability: 4
Diversity: 1
Activity: 8
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