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2208.12816
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Complexity-Driven CNN Compression for Resource-constrained Edge AI
26 August 2022
Muhammad Zawish
Steven Davy
L. Abraham
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Papers citing
"Complexity-Driven CNN Compression for Resource-constrained Edge AI"
8 / 8 papers shown
Title
Benchmarking Ultra-Low-Power
μ
μ
μ
NPUs
Josh Millar
Yushan Huang
Sarab Sethi
Hamed Haddadi
Anil Madhavapeddy
BDL
56
0
0
28 Mar 2025
Deep Convolutional Neural Networks Structured Pruning via Gravity Regularization
Abdesselam Ferdi
97
0
0
25 Nov 2024
Electrostatic Force Regularization for Neural Structured Pruning
Abdesselam Ferdi
A. Taleb-Ahmed
A. Nakib
Youcef Ferdi
76
1
0
17 Nov 2024
Energy-Efficient Uncertainty-Aware Biomass Composition Prediction at the Edge
Muhammad Zawish
Paul Albert
Flavio Esposito
Steven Davy
Lizy Abraham
26
0
0
17 Apr 2024
Improve Knowledge Distillation via Label Revision and Data Selection
Weichao Lan
Yiu-ming Cheung
Qing Xu
Buhua Liu
Zhikai Hu
Mengke Li
Zhenghua Chen
30
2
0
03 Apr 2024
AI and 6G into the Metaverse: Fundamentals, Challenges and Future Research Trends
Muhammad Zawish
Fayaz Ali Dharejo
Sunder Ali Khowaja
Saleem Raza
Steven Davy
K. Dev
P. Bellavista
24
60
0
23 Aug 2022
Carbon Emissions and Large Neural Network Training
David A. Patterson
Joseph E. Gonzalez
Quoc V. Le
Chen Liang
Lluís-Miquel Munguía
D. Rothchild
David R. So
Maud Texier
J. Dean
AI4CE
239
643
0
21 Apr 2021
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
Andrew G. Howard
Menglong Zhu
Bo Chen
Dmitry Kalenichenko
Weijun Wang
Tobias Weyand
M. Andreetto
Hartwig Adam
3DH
950
20,561
0
17 Apr 2017
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