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ORCIDJames Hegarty
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2020 – today
- 2023
[c3]Benoit Steiner, Mostafa Elhoushi, Jacob Kahn, James Hegarty:
MODeL: Memory Optimizations for Deep Learning. ICML 2023: 32618-32632- 2022
- [c2]Shikhar Singh, James Hegarty, Hugh Leather, Benoit Steiner:
A graph neural network-based performance model for deep learning applications. MAPS@PLDI 2022: 11-20 - [i3]Benoit Steiner, Mostafa Elhoushi, Jacob Kahn, James Hegarty:
OLLA: Decreasing the Memory Usage of Neural Networks by Optimizing the Lifetime and Location of Arrays. CoRR abs/2210.12924 (2022) - 2021
- [i2]Shikhar Singh, Benoit Steiner, James Hegarty, Hugh Leather:
Using Graph Neural Networks to model the performance of Deep Neural Networks. CoRR abs/2108.12489 (2021) - [i1]James Hegarty, Omar Eldash, Amr Suleiman, Armin Alaghi:
HWTool: Fully Automatic Mapping of an Extensible C++ Image Processing Language to Hardware. CoRR abs/2110.12106 (2021)
2010 – 2019
- 2018
- [b2]Steven Bell, Jing Pu, James Hegarty, Mark Horowitz:
Compiling Algorithms for Heterogeneous Systems. Synthesis Lectures on Computer Architecture, Morgan & Claypool Publishers 2018, ISBN 978-3-031-00055-3 - 2017
- [b1]James Hegarty:
Rigel: flexible multi-rate image processing hardware. Stanford University, USA, 2017 - 2016
- [j5]James Hegarty, Ross G. Daly, Zachary DeVito, Mark Horowitz, Pat Hanrahan, Jonathan Ragan-Kelley:
Rigel: flexible multi-rate image processing hardware. ACM Trans. Graph. 35(4): 85:1-85:11 (2016) - 2014
- [j4]James Hegarty, John S. Brunhaver, Zachary DeVito, Jonathan Ragan-Kelley, Noy Cohen, Steven Bell, Artem Vasilyev, Mark Horowitz, Pat Hanrahan:
Darkroom: compiling high-level image processing code into hardware pipelines. ACM Trans. Graph. 33(4): 144:1-144:11 (2014) - 2013
- [j3]Pierre Bénard
, Forrester Cole, Michael Kass, Igor Mordatch, James Hegarty, Martin Sebastian Senn, Kurt W. Fleischer, Davide Pesare, Katherine Breeden:
Stylizing animation by example. ACM Trans. Graph. 32(4): 119:1-119:12 (2013) - [c1]Zachary DeVito, James Hegarty, Alex Aiken, Pat Hanrahan, Jan Vitek:
Terra: a multi-stage language for high-performance computing. PLDI 2013: 105-116 - 2010
- [j2]Kayvon Fatahalian, Solomon Boulos, James Hegarty, Kurt Akeley, William R. Mark, Henry P. Moreton, Pat Hanrahan:
Reducing shading on GPUs using quad-fragment merging. ACM Trans. Graph. 29(4): 67:1-67:8 (2010)
2000 – 2009
- 2008
- [j1]James Hegarty:
Geometric and path tracing methods for simulating light transport through volumes of water particles. ACM Crossroads 15(1): 16-20 (2008)
Coauthor Index
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