Sotabase

Career

· Associate Professor, Stanford University2011–
· Assistant Professor, Carnegie Mellon University2006–2011

Publications (191)

Brook for GPUs: Stream Computing on Graphics Hardware
ACM Transactions on Graphics · 2004
1,430
cited
Sequoia: Programming the Memory Hierarchy
International Conference on Software Composition · 2006
553
cited
Understanding the efficiency of GPU algorithms for matrix-matrix multiplication
Graphics Hardware · 2004
389
cited
Learning to optimize halide with tree search and random programs
ACM Transactions on Graphics · 2019
263
cited
Automatically scheduling halide image processing pipelines
ACM Transactions on Graphics · 2016
200
cited
Precomputing interactive dynamic deformable scenes
ACM Transactions on Graphics · 2003
175
cited
A closer look at GPUs
Communications of the ACM · 2008
173
cited
HydraNets: Specialized Dynamic Architectures for Efficient Inference
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2018
151
cited
Online Model Distillation for Efficient Video Inference
IEEE International Conference on Computer Vision · 2018
128
cited
Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods
International Conference on Machine Learning · 2020
126
cited
Near-exhaustive precomputation of secondary cloth effects
ACM Transactions on Graphics · 2013
102
cited
Learning Physically Simulated Tennis Skills from Broadcast Videos
ACM Transactions on Graphics · 2023
95
cited
Efficient BVH construction via approximate agglomerative clustering
High Performance Graphics · 2013
94
cited
Compilation for explicitly managed memory hierarchies
ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming · 2007
92
cited
Data-parallel rasterization of micropolygons with defocus and motion blur
High Performance Graphics · 2009
81
cited
Mandoline: Model Evaluation under Distribution Shift
International Conference on Machine Learning · 2021
81
cited
KrishnaCam: Using a longitudinal, single-person, egocentric dataset for scene understanding tasks
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2016
69
cited
Scanner
ACM Transactions on Graphics · 2018
69
cited
GRAMPS
ACM Transactions on Graphics · 2009
65
cited
MITI minimum information guidelines for highly multiplexed tissue images
Nature Methods · 2021
63
cited
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