Huizi Mao
Huizi Mao
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Geciteerd door
Geciteerd door
Deep compression: Compressing deep neural networks with pruning, trained quantization and huffman coding
S Han, H Mao, WJ Dally
arXiv preprint arXiv:1510.00149, 2015
EIE: Efficient inference engine on compressed deep neural network
S Han, X Liu, H Mao, J Pu, A Pedram, MA Horowitz, WJ Dally
ACM SIGARCH Computer Architecture News 44 (3), 243-254, 2016
Trained ternary quantization
C Zhu, S Han, H Mao, WJ Dally
arXiv preprint arXiv:1612.01064, 2016
Deep gradient compression: Reducing the communication bandwidth for distributed training
Y Lin, S Han, H Mao, Y Wang, WJ Dally
arXiv preprint arXiv:1712.01887, 2017
ESE: Efficient speech recognition engine with sparse lstm on fpga
S Han, J Kang, H Mao, Y Hu, X Li, Y Li, D Xie, H Luo, S Yao, Y Wang, ...
Proceedings of the 2017 ACM/SIGDA International Symposium on Field …, 2017
Exploring the granularity of sparsity in convolutional neural networks
H Mao, S Han, J Pool, W Li, X Liu, Y Wang, WJ Dally
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
DSD: Regularizing deep neural networks with dense-sparse-dense training flow
S Han, J Pool, S Narang, H Mao, S Tang, E Elsen, B Catanzaro, J Tran, ...
arXiv preprint arXiv:1607.04381, 2016
Towards Real-Time Object Detection on Embedded Systems
Huizi Mao, Song Yao, Tianqi Tang, Boxun Li, Jun Yao, Yu Wang
IEEE Transactions on Emerging Topics in Computing 99 (99), 1-1, 2016
Deep compression: Compressing deep neural network with pruning
S Han, H Mao, WJ Dally
Trained Quantization and Huffman Coding. arXiv 1510, v5, 2015
Deep compression and EIE: Efficient inference engine on compressed deep neural network.
S Han, X Liu, H Mao, J Pu, A Pedram, M Horowitz, B Dally
Hot Chips Symposium, 1-6, 2016
A Delay Metric for Video Object Detection: What Average Precision Fails to Tell
H Mao, X Yang, WJ Dally
2019 International Conference on Computer Vision (ICCV), 2019
Real-time object detection towards high power efficiency
J Yu, K Guo, Y Hu, X Ning, J Qiu, H Mao, S Yao, T Tang, B Li, Y Wang, ...
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 704-708, 2018
Rebooting computing and low-power image recognition challenge
YH Lu, AM Kadin, AC Berg, TM Conte, EP DeBenedictis, R Garg, ...
2015 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 927-932, 2015
CaTDet: Cascaded Tracked Detector for Efficient Object Detection from Video
H Mao, T Kong, WJ Dally
2019 The Conference on Systems and Machine Learning (SysML), 2019
PatchNet--Short-range Template Matching for Efficient Video Processing
H Mao, S Zhu, S Han, WJ Dally
arXiv preprint arXiv:2103.07371, 2021
Methods and Metrics for Efficient Video Object Detection
H Mao
Stanford University, 2021
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