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2102.02638
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Autodidactic Neurosurgeon: Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning
2 February 2021
Letian Zhang
Lixing Chen
Jie Xu
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Papers citing
"Autodidactic Neurosurgeon: Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning"
6 / 6 papers shown
Title
Quantifying Privacy Leakage in Split Inference via Fisher-Approximated Shannon Information Analysis
Ruijun Deng
Zhihui Lu
Qiang Duan
FedML
51
0
0
14 Apr 2025
Embedded Distributed Inference of Deep Neural Networks: A Systematic Review
Federico Nicolás Peccia
Oliver Bringmann
41
0
0
06 May 2024
Graft: Efficient Inference Serving for Hybrid Deep Learning with SLO Guarantees via DNN Re-alignment
Jing Wu
Lin Wang
Qirui Jin
Fangming Liu
38
11
0
17 Dec 2023
When Computing Power Network Meets Distributed Machine Learning: An Efficient Federated Split Learning Framework
Xinjing Yuan
Lingjun Pu
Lei Jiao
Xiaofei Wang
Mei Yang
Jingdong Xu
FedML
33
4
0
22 May 2023
Privacy-preserving Security Inference Towards Cloud-Edge Collaborative Using Differential Privacy
Yulong Wang
Xingshu Chen
Qixu Wang
FedML
32
3
0
13 Dec 2022
ElasticROS: An Elastically Collaborative Robot Operation System for Fog and Cloud Robotics
Boyi Liu
38
6
0
05 Sep 2022
1