Edge-centric Optimization of Multi-modal ML-driven eHealth Applications

Edge-centric Optimization of Multi-modal ML-driven eHealth Applications

4 August 2022

Sina Shahhosseini

Emad Kasaeyan Naeini

Amir M. Rahmani

Papers citing "Edge-centric Optimization of Multi-modal ML-driven eHealth Applications"

15 / 15 papers shown

Title
Hybrid Learning for Orchestrating Deep Learning Inference in Multi-user Edge-cloud Networks Sina Shahhosseini Tianyi Hu Dongjoo Seo A. Kanduri Bryan Donyanavard Amir M.Rahmani N. Dutt 62 4 0 21 Feb 2022
Online Learning for Orchestration of Inference in Multi-User End-Edge-Cloud Networks Sina Shahhosseini Dongjoo Seo A. Kanduri Tianyi Hu Sung-Soo Lim Bryan Donyanavard Amir M.Rahmani N. Dutt 65 17 0 21 Feb 2022
AMSER: Adaptive Multi-modal Sensing for Energy Efficient and Resilient eHealth Systems Emad Kasaeyan Naeini Sina Shahhosseini A. Kanduri P. Liljeberg Amir M. Rahmani N. Dutt 28 10 0 13 Dec 2021
SMIL: Multimodal Learning with Severely Missing Modality Mengmeng Ma Jian Ren Long Zhao Sergey Tulyakov Cathy H. Wu Xi Peng 88 262 0 09 Mar 2021
GSR Analysis for Stress: Development and Validation of an Open Source Tool for Noisy Naturalistic GSR Data Seyed Amir Hossein Aqajari Emad Kasaeyan Naeini Milad Asgari Mehrabadi S. Labbaf Amir M. Rahmani N. Dutt 34 37 0 04 May 2020
Convergence of Edge Computing and Deep Learning: A Comprehensive Survey Xiaofei Wang Yiwen Han Victor C. M. Leung Dusit Niyato Xueqiang Yan Xu Chen 74 997 0 19 Jul 2019
Generalizing from a Few Examples: A Survey on Few-Shot Learning Yaqing Wang Quanming Yao James T. Kwok L. Ni 83 1,814 0 10 Apr 2019
Wireless Network Intelligence at the Edge Jihong Park S. Samarakoon M. Bennis Mérouane Debbah 93 521 0 07 Dec 2018
JointDNN: An Efficient Training and Inference Engine for Intelligent Mobile Cloud Computing Services Amir Erfan Eshratifar M. Abrishami Massoud Pedram FedML 59 251 0 25 Jan 2018
BranchyNet: Fast Inference via Early Exiting from Deep Neural Networks Surat Teerapittayanon Bradley McDanel H. T. Kung UQCV 97 1,140 0 06 Sep 2017
Distributed Deep Neural Networks over the Cloud, the Edge and End Devices Surat Teerapittayanon Bradley McDanel H. T. Kung FedML 74 715 0 06 Sep 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 687 131,526 0 12 Jun 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 823 11,899 0 09 Mar 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 164 1,536 0 25 Jan 2017
Deep Learning in Neural Networks: An Overview Jürgen Schmidhuber HAI 243 16,354 0 30 Apr 2014