Kayvon Fatahalian

Most-cited papers

Brook for GPUs: Stream Computing on Graphics Hardware
I. Buck, T. Foley, D. Horn, Jeremy Sugerman +3 more
2004ACM Transactions on Graphics1,431 citations
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Sequoia: Programming the Memory Hierarchy
Kayvon Fatahalian, D. Horn, T. Knight, L. Leem +7 more
2006International Conference on Software Composition563 citations
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Understanding the efficiency of GPU algorithms for matrix-matrix multiplication
Kayvon Fatahalian, Jeremy Sugerman, P. Hanrahan
2004Graphics Hardware392 citations Open access
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Learning to optimize halide with tree search and random programs
Andrew Adams, Karima Ma, Luke Anderson, Riyadh Baghdadi +7 more
2019ACM Transactions on Graphics284 citations
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Automatically scheduling halide image processing pipelines
Ravi Teja Mullapudi, Andrew Adams, Dillon Sharlet, Jonathan Ragan-Kelley +1 more
2016ACM Transactions on Graphics211 citations
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Precomputing interactive dynamic deformable scenes
D. James, Kayvon Fatahalian
2003ACM Transactions on Graphics174 citations Open access
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A closer look at GPUs
Kayvon Fatahalian, M. Houston
2008Communications of the ACM173 citations Open access
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HydraNets: Specialized Dynamic Architectures for Efficient Inference
Noam Shazeer, Kayvon Fatahalian, William R. Mark, Ravi Teja Mullapudi
20182018 IEEE/CVF Conference on Computer Vision and Pattern Recognition163 citations
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Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods
Daniel Y. Fu, Mayee F. Chen, Frederic Sala, Sarah Hooper +2 more
2020International Conference on Machine Learning140 citations
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Online Model Distillation for Efficient Video Inference
Ravi Teja Mullapudi, Steven Chen, Keyi Zhang, D. Ramanan +1 more
2018IEEE International Conference on Computer Vision134 citations Open access
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Learning Physically Simulated Tennis Skills from Broadcast Videos
Haotian Zhang, Ye Yuan, Viktor Makoviychuk, Yunrong Guo +3 more
2023ACM Transactions on Graphics121 citations
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Near-exhaustive precomputation of secondary cloth effects
Doyub Kim, W. Koh, Rahul Narain, Kayvon Fatahalian +2 more
2013ACM Transactions on Graphics102 citations Open access
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Efficient BVH construction via approximate agglomerative clustering
Yan Gu, Yong He, Kayvon Fatahalian, G. Blelloch
2013High Performance Graphics95 citations
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Compilation for explicitly managed memory hierarchies
T. Knight, Ji Young Park, Manman Ren, M. Houston +5 more
2007ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming92 citations
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Mandoline: Model Evaluation under Distribution Shift
Mayee F. Chen, Karan Goel, N. Sohoni, Fait Poms +2 more
2021International Conference on Machine Learning88 citations
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Data-parallel rasterization of micropolygons with defocus and motion blur
Kayvon Fatahalian, Edward Luong, Solomon Boulos, K. Akeley +2 more
2009High Performance Graphics82 citations
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KrishnaCam: Using a longitudinal, single-person, egocentric dataset for scene understanding tasks
Krishna Kumar Singh, Kayvon Fatahalian, Alexei A. Efros
2016IEEE Workshop/Winter Conference on Applications of Computer Vision76 citations
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Scanner
Alex Poms, Will Crichton, P. Hanrahan, Kayvon Fatahalian
2018ACM Transactions on Graphics70 citations Open access
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Spotting Temporally Precise, Fine-Grained Events in Video
James Hong, Haotian Zhang, Michaël Gharbi, Matthew Fisher +1 more
2022European Conference on Computer Vision67 citations Open access
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GRAMPS
Jeremy Sugerman, Kayvon Fatahalian, Solomon Boulos, K. Akeley +1 more
2009ACM Transactions on Graphics65 citations
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Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning
Mayee F. Chen, Daniel Y. Fu, A. Narayan, Michael Zhang +3 more
2022International Conference on Machine Learning63 citations Open access
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Vid2Player: Controllable Video Sprites That Behave and Appear Like Professional Tennis Players
Haotian Zhang, Cristobal Sciutto, Maneesh Agrawala, Kayvon Fatahalian
2020ACM Transactions on Graphics62 citations Open access
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Type-directed scheduling of streaming accelerators
David Durst, Matthew Feldman, Dillon Huff, David Akeley +5 more
2020ACM-SIGPLAN Symposium on Programming Language Design and Implementation61 citations Open access
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Video Pose Distillation for Few-Shot, Fine-Grained Sports Action Recognition
James Hong, Matthew Fisher, Michaël Gharbi, Kayvon Fatahalian
2021IEEE International Conference on Computer Vision60 citations Open access
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Extending the graphics pipeline with adaptive, multi-rate shading
Yong He, Yan Gu, Kayvon Fatahalian
2014ACM Transactions on Graphics58 citations Open access
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Slang
Yong He, Kayvon Fatahalian, Theresa Foley
2018ACM Transactions on Graphics57 citations Open access
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AHA: An Agile Approach to the Design of Coarse-Grained Reconfigurable Accelerators and Compilers
Kalhan Koul, Jackson Melchert, Kavya Sreedhar, Lenny Truong +29 more
2022ACM Transactions on Embedded Computing Systems53 citations
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Rekall: Specifying Video Events using Compositions of Spatiotemporal Labels
Daniel Y. Fu, Will Crichton, James Hong, Xinwei Yao +6 more
2019arXiv.org53 citations
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Iterative Motion Editing with Natural Language
Purvi Goel, Kuan-Chieh Wang, C. K. Liu, Kayvon Fatahalian
2023International Conference on Computer Graphics and Interactive Techniques50 citations Open access
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Reducing shading on GPUs using quad-fragment merging
Kayvon Fatahalian, Solomon Boulos, James Hegarty, K. Akeley +3 more
2010ACM Transactions on Graphics43 citations
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DiagSplit: parallel, crack-free, adaptive tessellation for micropolygon rendering
Matthew Fisher, Kayvon Fatahalian, Solomon Boulos, K. Akeley +2 more
2009ACM Transactions on Graphics42 citations
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Collage Diffusion
Vishnu Sarukkai, Linden Li, Arden Ma, Christopher Ré +1 more
2023IEEE Workshop/Winter Conference on Applications of Computer Vision40 citations Open access
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A portable runtime interface for multi-level memory hierarchies
M. Houston, Ji-young Park, Manman Ren, T. Knight +4 more
2008ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming40 citations
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Iterative Text-Based Editing of Talking-Heads Using Neural Retargeting
Xinwei Yao, Ohad Fried, Kayvon Fatahalian, Maneesh Agrawala
2020ACM Transactions on Graphics39 citations Open access
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An Extensible, Data-Oriented Architecture for High-Performance, Many-World Simulation
Brennan Shacklett, Luc Guy Rosenzweig, Zhiqiang Xie, Bidipta Sarkar +5 more
2023ACM Transactions on Graphics38 citations
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A lazy object-space shading architecture with decoupled sampling
Christopher A. Burns, Kayvon Fatahalian, William R. Mark
2010High Performance Graphics38 citations
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Creating an Agile Hardware Design Flow
Rick Bahr, Clark W. Barrett, Nikhil Bhagdikar, A. Carsello +28 more
2020Design Automation Conference36 citations
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GPUs: A Closer Look
Kayvon Fatahalian, M. Houston
2008Queue36 citations Open access
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Multi-Resolution Weak Supervision for Sequential Data
P. Varma, Frederic Sala, Shiori Sagawa, J. Fries +7 more
2019Neural Information Processing Systems35 citations
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Block and Detail: Scaffolding Sketch-to-Image Generation
Vishnu Sarukkai, Lu Yuan, Mia Tang, Maneesh Agrawala +1 more
2024ACM Symposium on User Interface Software and Technology33 citations Open access
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Aggregate G-buffer anti-aliasing
C. Crassin, M. McGuire, Kayvon Fatahalian, Aaron E. Lefohn
2015ACM Symposium on Interactive 3D Graphics and Games31 citations
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Large Batch Simulation for Deep Reinforcement Learning
Brennan Shacklett, Erik Wijmans, Aleksei Petrenko, M. Savva +3 more
2021International Conference on Learning Representations30 citations
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Analysis of Faces in a Decade of US Cable TV News
James Hong, Will Crichton, Haotian Zhang, Daniel Y. Fu +8 more
2021Knowledge Discovery and Data Mining29 citations
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Self-Generated In-Context Examples Improve LLM Agents for Sequential Decision-Making Tasks
Vishnu Sarukkai, Zhiqiang Xie, Kayvon Fatahalian
2025Neural Information Processing Systems23 citations
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Hardware implementation of micropolygon rasterization with motion and defocus blur
John Brunhaver, Kayvon Fatahalian, P. Hanrahan
2010High Performance Graphics23 citations
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Shoring Up the Foundations: Fusing Model Embeddings and Weak Supervision
Mayee F. Chen, Daniel Y. Fu, Dyah Adila, Michael Zhang +3 more
2022Conference on Uncertainty in Artificial Intelligence22 citations Open access
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Design Adjectives: A Framework for Interactive Model-Guided Exploration of Parameterized Design Spaces
Evan Shimizu, Matthew Fisher, S. Paris, J. Mccann +1 more
2020ACM Symposium on User Interface Software and Technology22 citations
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Self-refining games using player analytics
Matt Stanton, Ben Humberston, Brandon Kase, J. O. O'Brien +2 more
2014ACM Transactions on Graphics22 citations Open access
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A system for rapid, automatic shader level-of-detail
Yong He, Theresa Foley, Natalya Tatarchuk, Kayvon Fatahalian
2015ACM Transactions on Graphics21 citations
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AI Metropolis: Scaling Large Language Model-based Multi-Agent Simulation with Out-of-order Execution
Zhiqiang Xie, Hao Kang, Ying Sheng, Tushar Krishna +2 more
2024arXiv.org20 citations
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