James Hegarty

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 6

Top Topics

Hardware And Software

Image Processing

Manual Annotation

Akaike Information Criterion

Top Venues

ACM Trans. Graph.

Publications

Benoit Steiner, Mostafa Elhoushi, Jacob Kahn, James Hegarty
MODeL: Memory Optimizations for Deep Learning. ICML (2023)
Shikhar Singh, James Hegarty, Hugh Leather, Benoit Steiner
A graph neural network-based performance model for deep learning applications. MAPS@PLDI (2022)
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 (2022)
James Hegarty, Omar Eldash, Amr Suleiman, Armin Alaghi
HWTool: Fully Automatic Mapping of an Extensible C++ Image Processing Language to Hardware. CoRR (2021)
Shikhar Singh, Benoit Steiner, James Hegarty, Hugh Leather
Using Graph Neural Networks to model the performance of Deep Neural Networks. CoRR (2021)
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) (2016)
James Hegarty, John 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) (2014)
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) (2013)
Zachary DeVito, James Hegarty, Alex Aiken, Pat Hanrahan, Jan Vitek
Terra: a multi-stage language for high-performance computing. PLDI (2013)
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) (2010)
James Hegarty
Geometric and path tracing methods for simulating light transport through volumes of water particles. ACM Crossroads 15 (1) (2008)