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2403.02619
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Training Machine Learning models at the Edge: A Survey
5 March 2024
Aymen Rayane Khouas
Mohamed Reda Bouadjenek
Hakim Hacid
Sunil Aryal
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HuggingFace (1 upvotes)
Papers citing
"Training Machine Learning models at the Edge: A Survey"
8 / 8 papers shown
Real-time Continual Learning on Intel Loihi 2
Elvin Hajizada
Danielle Rager
Timothy M. Shea
L. Campos-Macias
Andreas Wild
Eyke Hüllermeier
Yulia Sandamirskaya
Mike Davies
CLL
OffRL
210
0
0
03 Nov 2025
Decentor-V: Lightweight ML Training on Low-Power RISC-V Edge Devices
Marcelo Ribeiro
Diogo Costa
Gonçalo Moreira
Sandro Pinto
T. Gomes
80
0
0
10 Sep 2025
Vision-Based Embedded System for Noncontact Monitoring of Preterm Infant Behavior in Low-Resource Care Settings
Stanley Mugisha
Rashid Kisitu
Francis Komakech
Excellence Favor
67
0
0
02 Sep 2025
Tin-Tin: Towards Tiny Learning on Tiny Devices with Integer-based Neural Network Training
Yi Hu
Jinhang Zuo
Eddie Zhang
Bob Iannucci
Carlee Joe-Wong
281
1
0
13 Apr 2025
Training-Free Dataset Pruning for Instance Segmentation
International Conference on Learning Representations (ICLR), 2025
Yalun Dai
Lingao Xiao
Ivor W. Tsang
Yang He
ISeg
322
4
0
02 Mar 2025
Self-Contrastive Forward-Forward Algorithm
Nature Communications (Nat. Commun.), 2024
Xing Chen
Dongshu Liu
Jérémie Laydevant
Julie Grollier
586
6
0
17 Sep 2024
On-Device Language Models: A Comprehensive Review
Jiajun Xu
Zhiyuan Li
Wei Chen
Qun Wang
Xin Gao
Qi Cai
Ziyuan Ling
513
101
0
26 Aug 2024
Data Quality in Edge Machine Learning: A State-of-the-Art Survey
M. D. Belgoumri
Mohamed Reda Bouadjenek
Sunil Aryal
Hakim Hacid
331
2
0
01 Jun 2024
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