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Barlow Twins: Self-Supervised Learning via Redundancy Reduction

Mar 04, 2021
Jure Zbontar, Li Jing, Ishan Misra, Yann LeCun, Stéphane Deny

* 13 pages, 5 figures 

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Implicit Rank-Minimizing Autoencoder

Oct 14, 2020
Li Jing, Jure Zbontar, Yann LeCun

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End-to-End Variational Networks for Accelerated MRI Reconstruction

Apr 15, 2020
Anuroop Sriram, Jure Zbontar, Tullie Murrell, Aaron Defazio, C. Lawrence Zitnick, Nafissa Yakubova, Florian Knoll, Patricia Johnson

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Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge

Jan 06, 2020
Florian Knoll, Tullie Murrell, Anuroop Sriram, Nafissa Yakubova, Jure Zbontar, Michael Rabbat, Aaron Defazio, Matthew J. Muckley, Daniel K. Sodickson, C. Lawrence Zitnick, Michael P. Recht

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GrappaNet: Combining Parallel Imaging with Deep Learning for Multi-Coil MRI Reconstruction

Nov 04, 2019
Anuroop Sriram, Jure Zbontar, Tullie Murrell, C. Lawrence Zitnick, Aaron Defazio, Daniel K. Sodickson

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fastMRI: An Open Dataset and Benchmarks for Accelerated MRI

Nov 21, 2018
Jure Zbontar, Florian Knoll, Anuroop Sriram, Matthew J. Muckley, Mary Bruno, Aaron Defazio, Marc Parente, Krzysztof J. Geras, Joe Katsnelson, Hersh Chandarana, Zizhao Zhang, Michal Drozdzal, Adriana Romero, Michael Rabbat, Pascal Vincent, James Pinkerton, Duo Wang, Nafissa Yakubova, Erich Owens, C. Lawrence Zitnick, Michael P. Recht, Daniel K. Sodickson, Yvonne W. Lui

* 29 pages, 8 figures 

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Fast Incremental Learning for Off-Road Robot Navigation

Jun 26, 2016
Artem Provodin, Liila Torabi, Beat Flepp, Yann LeCun, Michael Sergio, L. D. Jackel, Urs Muller, Jure Zbontar

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