-
1
-
-
85075670920
-
TensorFlow: A system for large-scale machine learning
-
Martín Abadi, Paul Barham, Jianmin Chen, Zhifeng Chen, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Geoffrey Irving, Michael Isard, et al. Tensorflow: A system for large-scale machine learning. In OSDI, volume 16, pages 265–283, 2016.
-
(2016)
OSDI
, vol.16
, pp. 265-283
-
-
Abadi, M.1
Barham, P.2
Chen, J.3
Chen, Z.4
Davis, A.5
Dean, J.6
Devin, M.7
Ghemawat, S.8
Irving, G.9
Isard, M.10
-
2
-
-
84913580146
-
Caffe: Convolutional architecture for fast feature embedding
-
ACM
-
Yangqing Jia, Evan Shelhamer, Jeff Donahue, Sergey Karayev, Jonathan Long, Ross Girshick, Sergio Guadarrama, and Trevor Darrell. Caffe: Convolutional architecture for fast feature embedding. In Proceedings of the 22nd ACM international conference on Multimedia, pages 675–678. ACM, 2014.
-
(2014)
Proceedings of the 22nd ACM International Conference on Multimedia
, pp. 675-678
-
-
Jia, Y.1
Shelhamer, E.2
Donahue, J.3
Karayev, S.4
Long, J.5
Girshick, R.6
Guadarrama, S.7
Darrell, T.8
-
4
-
-
84888340666
-
Torch7: A matlab-like environment for machine learning
-
number EPFL-CONF-192376
-
Ronan Collobert, Koray Kavukcuoglu, and Clément Farabet. Torch7: A matlab-like environment for machine learning. In BigLearn, NIPS workshop, number EPFL-CONF-192376, 2011.
-
(2011)
BigLearn, NIPS Workshop
-
-
Collobert, R.1
Kavukcuoglu, K.2
Farabet, C.3
-
5
-
-
84990032982
-
-
arXiv preprint
-
Tianqi Chen, Mu Li, Yutian Li, Min Lin, Naiyan Wang, Minjie Wang, Tianjun Xiao, Bing Xu, Chiyuan Zhang, and Zheng Zhang. Mxnet: A flexible and efficient machine learning library for heterogeneous distributed systems. arXiv preprint arXiv:1512.01274, 2015.
-
(2015)
Mxnet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems
-
-
Chen, T.1
Li, M.2
Li, Y.3
Lin, M.4
Wang, N.5
Wang, M.6
Xiao, T.7
Xu, B.8
Zhang, C.9
Zhang, Z.10
-
6
-
-
84987842183
-
Edge computing: Vision and challenges
-
Oct
-
W. Shi, J. Cao, Q. Zhang, Y. Li, and L. Xu. Edge computing: Vision and challenges. IEEE Internet of Things Journal, 3(5):637–646, Oct 2016.
-
(2016)
IEEE Internet of Things Journal
, vol.3
, Issue.5
, pp. 637-646
-
-
Shi, W.1
Cao, J.2
Zhang, Q.3
Li, Y.4
Xu, L.5
-
7
-
-
84928725904
-
Edge analytics in the internet of things
-
Mahadev Satyanarayanan, Pieter Simoens, Yu Xiao, Padmanabhan Pillai, Zhuo Chen, Kiryong Ha, Wenlu Hu, and Brandon Amos. Edge analytics in the internet of things. IEEE Pervasive Computing, 14(2):24–31, 2015.
-
(2015)
IEEE Pervasive Computing
, vol.14
, Issue.2
, pp. 24-31
-
-
Satyanarayanan, M.1
Simoens, P.2
Xiao, Y.3
Pillai, P.4
Chen, Z.5
Ha, K.6
Hu, W.7
Amos, B.8
-
8
-
-
85050982153
-
OpenVDaP: An open vehicular data analytics platform for cavs
-
IEEE
-
Qingyang Zhang, Yifan Wang, Xingzhou Zhang, Liangkai Liu, Xiaopei Wu, Weisong Shi, and Hong Zhong. Openvdap: An open vehicular data analytics platform for cavs. In Distributed Computing Systems (ICDCS), 2017 IEEE 38th International Conference on. IEEE, 2018.
-
(2018)
Distributed Computing Systems (ICDCS), 2017 IEEE 38th International Conference on
-
-
Zhang, Q.1
Wang, Y.2
Zhang, X.3
Liu, L.4
Wu, X.5
Shi, W.6
Zhong, H.7
-
12
-
-
85030212949
-
-
arXiv preprint
-
Andrew G Howard, Menglong Zhu, Bo Chen, Dmitry Kalenichenko, Weijun Wang, Tobias Weyand, Marco Andreetto, and Hartwig Adam. Mobilenets: Efficient convolutional neural networks for mobile vision applications. arXiv preprint arXiv:1704.04861, 2017.
-
(2017)
Mobilenets: Efficient Convolutional Neural Networks for Mobile Vision Applications
-
-
Howard, A.G.1
Zhu, M.2
Chen, B.3
Kalenichenko, D.4
Wang, W.5
Weyand, T.6
Andreetto, M.7
Adam, H.8
-
16
-
-
84988340112
-
-
arXiv preprint
-
Forrest N Iandola, Song Han, Matthew W Moskewicz, Khalid Ashraf, William J Dally, and Kurt Keutzer. Squeezenet: Alexnetlevel accuracy with 50x fewer parameters and¡ 0.5 mb model size. arXiv preprint arXiv:1602.07360, 2016.
-
(2016)
Squeezenet: Alexnetlevel Accuracy with 50x Fewer Parameters and¡ 0.5 Mb Model Size
-
-
Iandola, F.N.1
Han, S.2
Moskewicz, M.W.3
Ashraf, K.4
Dally, W.J.5
Keutzer, K.6
-
17
-
-
85077746682
-
-
Macbook pro. https://www.apple.com/macbook-pro/, 2018.
-
(2018)
Macbook Pro
-
-
-
22
-
-
85027446064
-
Benchmarking state-of-the-art deep learning software tools
-
IEEE
-
Shaohuai Shi, Qiang Wang, Pengfei Xu, and Xiaowen Chu. Benchmarking state-of-the-art deep learning software tools. In Cloud Computing and Big Data (CCBD), 2016 7th International Conference on, pages 99–104. IEEE, 2016.
-
(2016)
Cloud Computing and Big Data (CCBD), 2016 7th International Conference on
, pp. 99-104
-
-
Shi, S.1
Wang, Q.2
Xu, P.3
Chu, X.4
-
24
-
-
85027287386
-
Evaluation of deep learning frameworks over different hpc architectures
-
IEEE
-
Shayan Shams, Richard Platania, Kisung Lee, and Seung-Jong Park. Evaluation of deep learning frameworks over different hpc architectures. In Distributed Computing Systems (ICDCS), 2017 IEEE 37th International Conference on, pages 1389–1396. IEEE, 2017.
-
(2017)
Distributed Computing Systems (ICDCS), 2017 IEEE 37th International Conference on
, pp. 1389-1396
-
-
Shams, S.1
Platania, R.2
Lee, K.3
Park, S.-J.4
-
25
-
-
0030737097
-
Face recognition: A convolutional neural-network approach
-
Steve Lawrence, C Lee Giles, Ah Chung Tsoi, and Andrew D Back. Face recognition: A convolutional neural-network approach. IEEE transactions on neural networks, 8(1):98–113, 1997.
-
(1997)
IEEE Transactions on Neural Networks
, vol.8
, Issue.1
, pp. 98-113
-
-
Lawrence, S.1
Lee Giles, C.2
Tsoi, A.C.3
Back, A.D.4
-
26
-
-
84979924151
-
Stereo matching by training a convolutional neural network to compare image patches
-
Jure Zbontar and Yann LeCun. Stereo matching by training a convolutional neural network to compare image patches. Journal of Machine Learning Research, 17(1-32):2, 2016.
-
(2016)
Journal of Machine Learning Research
, vol.17
, Issue.1-32
, pp. 2
-
-
Zbontar, J.1
LeCun, Y.2
-
29
-
-
85077747159
-
-
Qualcomm innovation center, inc
-
Trepn Profiler6.2: Qualcomm innovation center, inc., 2016.
-
(2016)
Trepn Profiler6.2
-
-
|