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EIE: Efficient Inference Engine on Compressed Deep Neural Network
- Song Han, Xingyu Liu, W. Dally
- Computer ScienceACM/IEEE 43rd Annual International Symposium on…
- 4 February 2016
TLDR
Exploring the Regularity of Sparse Structure in Convolutional Neural Networks
TLDR
Efficient Sparse-Winograd Convolutional Neural Networks
- Xingyu Liu, Jeff Pool, Song Han, W. Dally
- Computer ScienceICLR
- 15 February 2018
TLDR
Exploring the Granularity of Sparsity in Convolutional Neural Networks
- Huizi Mao, Song Han, W. Dally
- Computer ScienceIEEE Conference on Computer Vision and Pattern…
- 1 July 2017
TLDR
Deep compression and EIE: Efficient inference engine on compressed deep neural network
- Song Han, Xingyu Liu, B. Dally
- Computer ScienceIEEE Hot Chips 28 Symposium (HCS)
- 1 August 2016
This article consists only of a collection of slides from the author's conference presentation.
Head pose Estimation Using Convolutional Neural Networks
- Xingyu Liu
- Computer Science
- 2014
TLDR
Accurate Prediction = > Large Model = > More Memory Reference = > High Power
- Xingyu Liu, Huizi Mao, Jing Pu, A. Pedram, M. Horowitz
- Psychology
GoGoGo : Improving Deep Neural Network Based Go Playing AI with Residual Networks
- Xingyu Liu
- Computer Science
- 2016
TLDR