Publications

Our publications provide insight into some of our leading-edge research.

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  • 181 results found

2023

Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis
Wan-Cyuan Fan, Yen-Chun Chen, Dongdong Chen, Yu Cheng, Lu Yuan, Frank Wang
Implementing Reinforcement Learning Datacenter Congestion Control in NVIDIA NICs
Benjamin Fuhrer, Yuval Shpigelman, Chen Tessler, Shie Mannor, Gal Chechik, Eitan Zahavy, Gal Dalal
A 95.6-TOPS/W Deep Learning Inference Accelerator With Per-Vector Scaled 4-bit Quantization in 5 nm
Ben Keller, Rangharajan Venkatesan, Steve Dai, Stephen Tell, Brian Zimmer, Charbel Sakr, William Dally, Tom Gray, Brucek Khailany
BufFormer: A Generative ML Framework for Scalable Buffering
Rongjian Liang, Siddhartha Nath, Anand Rajaram, Jiang Hu, Mark Haoxing Ren
Efficient Dataflow Modeling of Peripheral Encoding in the Human Visual System
Rachel Brown, Vasha DuTell, Bruce Walter, Ruth Rosenholtz, Peter Shirley, Morgan McGuire, David Luebke
Never Worse, Mostly Better: Stable Policy Improvement in Deep Reinforcement Learning
Pranav Khanna, Guy Tennenholtz, Nadav Merlis, Shie Mannor, Chen Tessler
Self-Supervised Pyramid Representation Learning for Multi-Label Visual Analysis and Beyond
Cheng-Yen Hsieh, Chih-Jung Chang, Fu-En Yang, Frank Wang

2008

Efficient Parallel Scan Algorithms for GPUs
Shubhabrata Sengupta, Mark Harris, Michael Garland
Efficient Sparse Matrix-Vector Multiplication on CUDA
Nathan Bell, Michael Garland
A Layered, Heterogeneous Reflectance Model for Acquiring and Rendering Human Skin
Craig Donner, Tim Weyrich, Eugene d'Eon, Ravi Ramamoorthi, Szymon Rusinkiewicz
Lossless and Near Lossless Compression of Real Color Filter Array data
Karen Eguiazarian, co-author: Andriy Bazhyna
On the Visualization of Social and Other Scale-Free Networks
Yuntao Jia, Jared Hoberock, Michael Garland, John C. Hart
Rapid Multipole Graph Drawing on the GPU
Apeksha Godiyal, Jared Hoberock, Michael Garland, John C. Hart
Parallel Computing Experiences with CUDA
Michael Garland, Scott Le Grand, John Nickolls, Joshua Anderson, Jim Hardwick, Scott Morton, Everett Phillips, Yao Zhang, Vasily Volkov
A Meshless Hierarchical Representation for Light Transport
Jaakko Lehtinen, Matthias Zwicker, Emmanuel Turquin, Janne Kontkanen, François Sillion, Fredo Durand, Timo Aila
Low Viscosity Flow Simulations for Animation
M .Jeroen Molemaker, Jonathan Cohen, Sanjit Patel, Jun-Yong Noh
Real-time Editing and Relighting of Homogeneous Translucent Materials
Rui Wang, Qianyong Chen, Ewen Cheslack-Postava, David Luebke, Rui Wang, Qunsheng Peng, Hujun Bao
GPU Computing
John D. Owens, Mike Houston, David Luebke, Simon Green, John E. Stone, James C. Phillips
NVIDIA Tesla: A Unified Graphics and Computing Architecture
Erik Lindholm, John Nickolls, Stuart Oberman, John Montrym
Free-form Motion Processing
Scott Kircher, Michael Garland
Scalable Parallel Programming with CUDA
John Nickolls, Ian Buck, Michael Garland, Kevin Skadron