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ANODEV2: A Coupled Neural ODE Evolution Framework

Jun 10, 2019
Tianjun Zhang, Zhewei Yao, Amir Gholami, Kurt Keutzer, Joseph Gonzalez, George Biros, Michael Mahoney


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ANODE: Unconditionally Accurate Memory-Efficient Gradients for Neural ODEs

Feb 27, 2019
Amir Gholami, Kurt Keutzer, George Biros


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A Novel Domain Adaptation Framework for Medical Image Segmentation

Oct 11, 2018
Amir Gholami, Shashank Subramanian, Varun Shenoy, Naveen Himthani, Xiangyu Yue, Sicheng Zhao, Peter Jin, George Biros, Kurt Keutzer


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CLAIRE: A distributed-memory solver for constrained large deformation diffeomorphic image registration

Aug 13, 2018
Andreas Mang, Amir Gholami, Christos Davatzikos, George Biros


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A Semi-Lagrangian two-level preconditioned Newton-Krylov solver for constrained diffeomorphic image registration

Feb 28, 2018
Andreas Mang, George Biros

* SIAM Journal on Scientific Computing, 39(6):B1064-B1101, 2017 

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PDE-constrained optimization in medical image analysis

Feb 28, 2018
Andreas Mang, Amir Gholami, Christos Davatzikos, George Biros


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Constrained $H^1$-regularization schemes for diffeomorphic image registration

Sep 07, 2016
Andreas Mang, George Biros

* SIAM J Imaging Sci, 9(3):1154-1194, 2016 

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Distributed-memory large deformation diffeomorphic 3D image registration

Aug 11, 2016
Andreas Mang, Amir Gholami, George Biros

* Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, Article No. 72, 2016 
* accepted for publication at SC16 in Salt Lake City, Utah, USA; November 2016 

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An inexact Newton-Krylov algorithm for constrained diffeomorphic image registration

May 07, 2015
Andreas Mang, George Biros

* SIAM J. Imaging Sci., 8(2):1030-1069, 2015 
* 32 pages; 10 figures; 9 tables 

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ASKIT: Approximate Skeletonization Kernel-Independent Treecode in High Dimensions

Mar 13, 2015
William B. March, Bo Xiao, George Biros

* 22 pages, 6 figures 

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Far-Field Compression for Fast Kernel Summation Methods in High Dimensions

Feb 13, 2015
William B. March, George Biros

* 43 pages, 21 figures 

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