Dependent Scalar Quantization For Neural Network Compression

2020 IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip40778.2020.9190955 ◽

2020 ◽

Author(s):

Paul Haase ◽

Heiko Schwarz ◽

Heiner Kirchhoffer ◽

Simon Wiedemann ◽

Talmaj Marinc ◽

...

Keyword(s):

Neural Network ◽

Scalar Quantization ◽

Network Compression

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CrossEncoders: A complex neural network compression framework

Electronic Imaging ◽

10.2352/issn.2470-1173.2018.2.vipc-153 ◽

2018 ◽

Vol 2018 (2) ◽

pp. 153-1-153-5

Author(s):

Chirag Agarwal ◽

Mehdi Sharifzadeh ◽

Dan Schonfeld

Keyword(s):

Neural Network ◽

Network Compression

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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 ◽

Network Compression

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On the Role of Structured Pruning for Neural Network Compression

10.1109/icip42928.2021.9506708 ◽

2021 ◽

Author(s):

Andrea Bragagnolo ◽

Enzo Tartaglione ◽

Attilio Fiandrotti ◽

Marco Grangetto

Keyword(s):

Neural Network ◽

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 ◽

2019 ◽

Vol 42 (3) ◽

pp. 598-608 ◽

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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Efficient neural network compression via transfer learning for machine vision inspection

Neurocomputing ◽

10.1016/j.neucom.2020.06.107 ◽

2020 ◽

Vol 413 ◽

pp. 294-304 ◽

Author(s):

Seunghyeon Kim ◽

Yung-Kyun Noh ◽

Frank C. Park

Keyword(s):

Neural Network ◽

Machine Vision ◽

Transfer Learning ◽

Vision Inspection ◽

Network Compression ◽

Machine Vision Inspection

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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) ◽

10.23919/date48585.2020.9116350 ◽

2020 ◽

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 ◽

2018 ◽

pp. 409-424 ◽

Author(s):

Changan Chen ◽

Frederick Tung ◽

Naveen Vedula ◽

Greg Mori

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Network Compression

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Accelerating the Deep Reinforcement Learning with Neural Network Compression

2019 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2019.8852451 ◽

2019 ◽

Author(s):

Hongjie Zhang ◽

Zhuocheng He ◽

Jing Li

Keyword(s):

Neural Network ◽

Reinforcement Learning ◽

Network Compression

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