Optimising Resource Management for Embedded Machine Learning

8 May 2021

Papers citing "Optimising Resource Management for Embedded Machine Learning"

7 / 7 papers shown

Title
Dynamic DNNs and Runtime Management for Efficient Inference on Mobile/Embedded Devices Lei Xun Jonathon S. Hare G. Merrett 38 0 0 17 Jan 2024
Fluid Dynamic DNNs for Reliable and Adaptive Distributed Inference on Edge Devices Lei Xun Mingyu Hu Hengrui Zhao Amit Kumar Singh Jonathon S. Hare G. Merrett AI4CE 15 0 0 17 Jan 2024
MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment Mohanad Odema Halima Bouzidi Hamza Ouarnoughi Smail Niar M. A. Al Faruque 54 7 0 16 Jul 2023
Dynamic Transformer for Efficient Machine Translation on Embedded Devices Hishan Parry Lei Xun Amin Sabet Jia Bi Jonathon S. Hare G. Merrett 27 7 0 17 Jul 2021
Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms W. Lou Lei Xun Amin Sabet Jia Bi Jonathon S. Hare G. Merrett AI4CE 28 29 0 08 May 2021
NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications Tien-Ju Yang Andrew G. Howard Bo Chen Xiao Zhang Alec Go Mark Sandler Vivienne Sze Hartwig Adam 90 517 0 09 Apr 2018
Runtime Configurable Deep Neural Networks for Energy-Accuracy Trade-off Hokchhay Tann S. Hashemi R. I. Bahar Sherief Reda 34 72 0 19 Jul 2016