118 citations · 1.4k across the 52 of their papers we have counts for
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cs.LG2017
Integrated Model, Batch and Domain Parallelism in Training Neural Networks
Amir Gholami, Ariful Azad, Peter Jin +2
We propose a new integrated method of exploiting model, batch and domain parallelism for the training of deep neural networks (DNNs) on large distributed-memory computers using min…
physics.med-ph2017★ 38 cited
Coupling Brain-Tumor Biophysical Models and Diffeomorphic Image Registration
Klaudius Scheufele, Andreas Mang, Amir Gholami +3
We present the SIBIA (Scalable Integrated Biophysics-based Image Analysis) framework for joint image registration and biophysical inversion and we apply it to analyse MR images of…