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Deep Neural Network Compression via Knowledge Distillation for Embedded Vision Applications
Data, Engineering and Applications
◽
10.1007/978-981-13-6347-4_13
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2019
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pp. 139-148
Author(s):
Bhavesh Jaiswal
◽
Nagendra P. Gajjar
Keyword(s):
Neural Network
◽
Deep Neural Network
◽
Embedded Vision
◽
Knowledge Distillation
◽
Network Compression
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Cited By
References
Deep neural network compression via knowledge distillation for embedded applications
2017 Nirma University International Conference on Engineering (NUiCONE)
◽
10.1109/nuicone.2017.8325620
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2017
◽
Author(s):
Bhavesh Jaiswal
◽
Nagendra Gajjar
Keyword(s):
Neural Network
◽
Deep Neural Network
◽
Knowledge Distillation
◽
Network Compression
◽
Embedded Applications
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Low Rank Based End-to-End Deep Neural Network Compression
2021 Data Compression Conference (DCC)
◽
10.1109/dcc50243.2021.00031
◽
2021
◽
Author(s):
Swayambhoo Jain
◽
Shahab Hamidi-Rad
◽
Fabien Racape
Keyword(s):
Neural Network
◽
Deep Neural Network
◽
Low Rank
◽
End To End
◽
Network Compression
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CMD: controllable matrix decomposition with global optimization for deep neural network compression
Machine Learning
◽
10.1007/s10994-021-06077-5
◽
2022
◽
Author(s):
Haonan Zhang
◽
Longjun Liu
◽
Hengyi Zhou
◽
Hongbin Sun
◽
Nanning Zheng
Keyword(s):
Neural Network
◽
Global Optimization
◽
Deep Neural Network
◽
Matrix Decomposition
◽
Network Compression
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Deep Neural Network Compression for Aircraft Collision Avoidance Systems
Journal of Guidance Control and Dynamics
◽
10.2514/1.g003724
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2019
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Vol 42
(3)
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pp. 598-608
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Cited By ~ 17
Author(s):
Kyle D. Julian
◽
Mykel J. Kochenderfer
◽
Michael P. Owen
Keyword(s):
Neural Network
◽
Collision Avoidance
◽
Deep Neural Network
◽
Network Compression
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Hybrid Low Rank Model Based Deep Neural Network Compression with Application in Data Recovery
Communications in Computer and Information Science - Artificial Intelligence and Security
◽
10.1007/978-981-15-8086-4_4
◽
2020
◽
pp. 38-50
Author(s):
Chuanxiang Xu
◽
Weize Sun
◽
Lei Huang
◽
Jingxin xu
◽
Min Huang
Keyword(s):
Neural Network
◽
Deep Neural Network
◽
Data Recovery
◽
Low Rank
◽
Model Based
◽
Network Compression
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On the Automatic Exploration of Weight Sharing for Deep Neural Network Compression
2020 Design, Automation & Test in Europe Conference & Exhibition (DATE)
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10.23919/date48585.2020.9116350
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2020
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Author(s):
Etienne Dupuis
◽
David Novo
◽
Ian O'Connor
◽
Alberto Bosio
Keyword(s):
Neural Network
◽
Deep Neural Network
◽
Network Compression
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Constraint-Aware Deep Neural Network Compression
Computer Vision – ECCV 2018 - Lecture Notes in Computer Science
◽
10.1007/978-3-030-01237-3_25
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2018
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pp. 409-424
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Cited By ~ 8
Author(s):
Changan Chen
◽
Frederick Tung
◽
Naveen Vedula
◽
Greg Mori
Keyword(s):
Neural Network
◽
Deep Neural Network
◽
Network Compression
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ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
◽
10.1109/cvpr.2019.01146
◽
2019
◽
Cited By ~ 8
Author(s):
Haichuan Yang
◽
Yuhao Zhu
◽
Ji Liu
Keyword(s):
Neural Network
◽
Regression Model
◽
Deep Neural Network
◽
Energy Constrained
◽
Network Compression
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Deep Neural Network Compression for Image Classification and Object Detection
2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA)
◽
10.1109/icmla.2019.00266
◽
2019
◽
Author(s):
Georgios Tzelepis
◽
Ahraz Asif
◽
Saimir Baci
◽
Selcuk Cavdar
◽
Eren Erdal Aksoy
Keyword(s):
Neural Network
◽
Object Detection
◽
Image Classification
◽
Deep Neural Network
◽
Network Compression
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Group Pruning with Group Sparse Regularization for Deep Neural Network Compression
2019 IEEE 4th International Conference on Signal and Image Processing (ICSIP)
◽
10.1109/siprocess.2019.8868650
◽
2019
◽
Author(s):
Chenglu Wu
◽
Wei Pang
◽
Hao Liu
◽
Shengli Lu
Keyword(s):
Neural Network
◽
Deep Neural Network
◽
Sparse Regularization
◽
Network Compression
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