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Kurt Keutzer
Kurt Keutzer
Professor of the Graduate School, EECS, University of California, Berkeley
berkeley.edu의 이메일 확인됨 - 홈페이지
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SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and< 0.5 MB model size
FN Iandola, S Han, MW Moskewicz, K Ashraf, WJ Dally, K Keutzer
arXiv preprint arXiv:1602.07360, 2016
68002016
The landscape of parallel computing research: A view from berkeley
K Asanovic, R Bodik, BC Catanzaro, JJ Gebis, P Husbands, K Keutzer, ...
eScholarship, University of California 1, 1, 2006
29872006
System-level design: Orthogonalization of concerns and platform-based design
K Keutzer, AR Newton, JM Rabaey, A Sangiovanni-Vincentelli
IEEE transactions on computer-aided design of integrated circuits and …, 2000
13122000
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
arXiv preprint arXiv:1811.02629, 2018
11352018
FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search
B Wu, X Dai, P Zhang, Y Wang, F Sun, Y Wu, Y Tian, P Vajda, Y Jia, ...
arXiv, 2018
10122018
A view of the parallel computing landscape
K Asanovic, R Bodik, J Demmel, T Keaveny, K Keutzer, J Kubiatowicz, ...
Communications of the ACM 52 (10), 56-67, 2009
8982009
DAGON: Technology binding and local optimization by DAG matching
K Keutzer
Proceedings of the 24th ACM/IEEE Design Automation Conference, 341-347, 1987
7681987
Densenet: Implementing efficient convnet descriptor pyramids
F Iandola, M Moskewicz, S Karayev, R Girshick, T Darrell, K Keutzer
arXiv preprint arXiv:1404.1869, 2014
7252014
Estimation of average switching activity in combinational and sequential circuits
A Ghosh, S Devadas, K Keutzer, J White
7191992
Squeezeseg: Convolutional neural nets with recurrent crf for real-time road-object segmentation from 3d lidar point cloud
B Wu, A Wan, X Yue, K Keutzer
2018 IEEE International Conference on Robotics and Automation (ICRA), 1887-1893, 2018
6122018
Squeezedet: Unified, small, low power fully convolutional neural networks for real-time object detection for autonomous driving
B Wu, F Iandola, PH Jin, K Keutzer
Proceedings of the IEEE conference on computer vision and pattern …, 2017
5712017
Dense point trajectories by gpu-accelerated large displacement optical flow
N Sundaram, T Brox, K Keutzer
European conference on computer vision, 438-451, 2010
5582010
Fast support vector machine training and classification on graphics processors
B Catanzaro, N Sundaram, K Keutzer
Proceedings of the 25th international conference on Machine learning, 104-111, 2008
5182008
Addressing the system-on-a-chip interconnect woes through communication-based design
M Sgroi, M Sheets, A Mihal, K Keutzer, S Malik, J Rabaey, ...
Proceedings of the 38th Design Automation Conference (IEEE Cat. No …, 2001
5162001
Large batch optimization for deep learning: Training bert in 76 minutes
Y You, J Li, S Reddi, J Hseu, S Kumar, S Bhojanapalli, X Song, J Demmel, ...
arXiv preprint arXiv:1904.00962, 2019
4932019
ImageNet Training in Minutes
Y You, Z Zhang, CJ Hsieh, J Demmel, K Keutzer
International Conference on Parallel Processing, 1-10, 2018
433*2018
Getting to the bottom of deep submicron
D Sylvester, K Keutzer
Proceedings of the 1998 IEEE/ACM international conference on Computer-aided …, 1998
4061998
Squeezesegv2: Improved model structure and unsupervised domain adaptation for road-object segmentation from a lidar point cloud
B Wu, X Zhou, S Zhao, X Yue, K Keutzer
2019 International Conference on Robotics and Automation (ICRA), 4376-4382, 2019
3942019
Bus encoding to prevent crosstalk delay
B Victor, K Keutzer
IEEE/ACM International Conference on Computer Aided Design. ICCAD 2001. IEEE …, 2001
3402001
Firecaffe: near-linear acceleration of deep neural network training on compute clusters
FN Iandola, MW Moskewicz, K Ashraf, K Keutzer
Proceedings of the IEEE conference on computer vision and pattern …, 2016
3352016
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