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  4. Cited By
Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling
  on Heterogeneous Embedded Platforms
v1v2 (latest)

Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms

8 May 2021
W. Lou
Lei Xun
Amin Sabet
Jia Bi
Jonathon S. Hare
G. Merrett
    AI4CE
ArXiv (abs)PDFHTML

Papers citing "Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms"

17 / 17 papers shown
MoE-PHDS: One MoE checkpoint for flexible runtime sparsity
MoE-PHDS: One MoE checkpoint for flexible runtime sparsity
Lauren Hannah
Soheil Zibakhsh
K. Nishu
Arnav Kundu
Mohammad Samragh Razlighi
Mehrdad Farajtabar
Minsik Cho
MoE
96
0
0
27 Sep 2025
Efficient Large Language Models with Zero-Shot Adjustable Acceleration
Efficient Large Language Models with Zero-Shot Adjustable Acceleration
Sajjad Kachuee
M. Sharifkhani
165
0
0
01 Sep 2025
Efficiently Distilling LLMs for Edge Applications
Efficiently Distilling LLMs for Edge Applications
Achintya Kundu
Fabian Lim
Aaron Chew
L. Wynter
Penny Chong
Rhui Dih Lee
215
9
0
01 Apr 2024
Dynamic DNNs and Runtime Management for Efficient Inference on
  Mobile/Embedded Devices
Dynamic DNNs and Runtime Management for Efficient Inference on Mobile/Embedded Devices
Lei Xun
Jonathon S. Hare
G. Merrett
224
0
0
17 Jan 2024
Fluid Dynamic DNNs for Reliable and Adaptive Distributed Inference on
  Edge Devices
Fluid Dynamic DNNs for Reliable and Adaptive Distributed Inference on Edge DevicesDesign, Automation and Test in Europe (DATE), 2024
Lei Xun
Mingyu Hu
Hengrui Zhao
Amit Kumar Singh
Jonathon S. Hare
G. Merrett
AI4CE
111
1
0
17 Jan 2024
MathNAS: If Blocks Have a Role in Mathematical Architecture Design
MathNAS: If Blocks Have a Role in Mathematical Architecture Design
Qinsi Wang
Jinghan Ke
Zhi Liang
Sihai Zhang
307
4
0
08 Nov 2023
DNNShifter: An Efficient DNN Pruning System for Edge Computing
DNNShifter: An Efficient DNN Pruning System for Edge ComputingFuture generations computer systems (FGCS), 2023
Bailey J. Eccles
Philip Rodgers
Peter Kilpatrick
I. Spence
Blesson Varghese
160
20
0
13 Sep 2023
Approximate Computing Survey, Part II: Application-Specific & Architectural Approximation Techniques and Applications
Approximate Computing Survey, Part II: Application-Specific & Architectural Approximation Techniques and ApplicationsACM Computing Surveys (ACM Comput. Surv.), 2023
Vasileios Leon
Muhammad Abdullah Hanif
Giorgos Armeniakos
Xun Jiao
Mohamed Bennai
K. Pekmestzi
Dimitrios Soudris
247
17
0
20 Jul 2023
Transfer-Once-For-All: AI Model Optimization for Edge
Transfer-Once-For-All: AI Model Optimization for EdgeInternational Conference on Edge Computing [Services Society] (EDGE), 2023
Achintya Kundu
L. Wynter
Rhui Dih Lee
L. A. Bathen
152
9
0
27 Mar 2023
HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge
  Performance Scaling
HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance ScalingDesign, Automation and Test in Europe (DATE), 2022
Halima Bouzidi
Mohanad Odema
Hamza Ouarnoughi
Mohammad Abdullah Al Faruque
Smail Niar
154
23
0
06 Dec 2022
ROMA: Run-Time Object Detection To Maximize Real-Time Accuracy
ROMA: Run-Time Object Detection To Maximize Real-Time AccuracyIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
JunKyu Lee
Blesson Varghese
Hans Vandierendonck
ObjD
176
5
0
28 Oct 2022
ScaleNet: Searching for the Model to Scale
ScaleNet: Searching for the Model to ScaleEuropean Conference on Computer Vision (ECCV), 2022
Jiyang Xie
Xiu Su
Shan You
Zhanyu Ma
Fei Wang
Chao Qian
203
5
0
15 Jul 2022
Special Session: Towards an Agile Design Methodology for Efficient,
  Reliable, and Secure ML Systems
Special Session: Towards an Agile Design Methodology for Efficient, Reliable, and Secure ML SystemsIEEE VLSI Test Symposium (VTS), 2022
Shail Dave
Alberto Marchisio
Muhammad Abdullah Hanif
Amira Guesmi
Aviral Shrivastava
Ihsen Alouani
Mohamed Bennai
237
14
0
18 Apr 2022
ARM: Any-Time Super-Resolution Method
ARM: Any-Time Super-Resolution MethodEuropean Conference on Computer Vision (ECCV), 2022
Bohong Chen
Mingbao Lin
Kekai Sheng
Mengdan Zhang
Peixian Chen
Ke Li
Liujuan Cao
Rongrong Ji
SupR
203
35
0
21 Mar 2022
Resource-Efficient Deep Learning: A Survey on Model-, Arithmetic-, and
  Implementation-Level Techniques
Resource-Efficient Deep Learning: A Survey on Model-, Arithmetic-, and Implementation-Level TechniquesACM Computing Surveys (CSUR), 2021
JunKyu Lee
L. Mukhanov
A. S. Molahosseini
U. Minhas
Yang Hua
Jesus Martinez del Rincon
K. Dichev
Cheol-Ho Hong
Hans Vandierendonck
191
38
0
30 Dec 2021
Prioritized Subnet Sampling for Resource-Adaptive Supernet Training
Prioritized Subnet Sampling for Resource-Adaptive Supernet Training
Bohong Chen
Mingbao Lin
Rongrong Ji
Liujuan Cao
125
2
0
12 Sep 2021
Dynamic Transformer for Efficient Machine Translation on Embedded
  Devices
Dynamic Transformer for Efficient Machine Translation on Embedded DevicesWorkshop on Machine Learning for CAD (ML4CAD), 2021
Hishan Parry
Lei Xun
Amin Sabet
Jia Bi
Jonathon S. Hare
G. Merrett
190
9
0
17 Jul 2021
1