Complexity-Driven CNN Compression for Resource-constrained Edge AI

26 August 2022

Papers citing "Complexity-Driven CNN Compression for Resource-constrained Edge AI"

8 / 8 papers shown

Title
Benchmarking Ultra-Low-Power $μ$ 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 99 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