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2006.04432
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AdaDeep: A Usage-Driven, Automated Deep Model Compression Framework for Enabling Ubiquitous Intelligent Mobiles
8 June 2020
Sicong Liu
Junzhao Du
Kaiming Nan
Zimu Zhou
Zinan Lin
Yingyan Lin
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Papers citing
"AdaDeep: A Usage-Driven, Automated Deep Model Compression Framework for Enabling Ubiquitous Intelligent Mobiles"
11 / 11 papers shown
AdaScale: Dynamic Context-aware DNN Scaling via Automated Adaptation Loop on Mobile Devices
IEEE Internet of Things Journal (IEEE IoT J.), 2024
Yuzhan Wang
Sicong Liu
Bin Guo
Boqi Zhang
Ke Ma
Yasan Ding
Hao Luo
Yao Li
Zhiwen Yu
375
7
0
01 Dec 2024
UbiHR: Resource-efficient Long-range Heart Rate Sensing on Ubiquitous Devices
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2024
Haoyu Bian
Bin Guo
Sicong Liu
Yasan Ding
Shanshan Gao
Zhiwen Yu
232
8
0
25 Oct 2024
EncodeNet: A Framework for Boosting DNN Accuracy with Entropy-driven Generalized Converting Autoencoder
Hasanul Mahmud
Kevin Desai
P. Lama
Sushil Prasad
273
1
0
21 Apr 2024
A Converting Autoencoder Toward Low-latency and Energy-efficient DNN Inference at the Edge
IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum (IPDPSW), 2024
Hasanul Mahmud
Peng Kang
Kevin Desai
P. Lama
Sushil Prasad
260
3
0
11 Mar 2024
Enabling Resource-efficient AIoT System with Cross-level Optimization: A survey
IEEE Communications Surveys and Tutorials (COMST), 2023
Sicong Liu
Bin Guo
Cheng Fang
Ziqi Wang
Shiyan Luo
Zimu Zhou
Zhiwen Yu
AI4CE
356
42
0
27 Sep 2023
MIMONet: Multi-Input Multi-Output On-Device Deep Learning
Zexin Li
Xiaoxi He
Yufei Li
Shahab Nikkhoo
Wei Yang
Lothar Thiele
Cong Liu
264
7
0
22 Jul 2023
Hybrid Learning for Orchestrating Deep Learning Inference in Multi-user Edge-cloud Networks
IEEE International Symposium on Quality Electronic Design (ISQED), 2022
Sina Shahhosseini
Tianyi Hu
Dongjoo Seo
A. Kanduri
Bryan Donyanavard
Amir M.Rahmani
N. Dutt
284
5
0
21 Feb 2022
Online Learning for Orchestration of Inference in Multi-User End-Edge-Cloud Networks
ACM Transactions on Embedded Computing Systems (TECS), 2022
Sina Shahhosseini
Dongjoo Seo
A. Kanduri
Tianyi Hu
Sung-Soo Lim
Bryan Donyanavard
Amir M.Rahmani
N. Dutt
232
20
0
21 Feb 2022
AdaSpring: Context-adaptive and Runtime-evolutionary Deep Model Compression for Mobile Applications
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2021
Sicong Liu
Bin Guo
Ke Ma
Zhiwen Yu
Junzhao Du
171
10
0
28 Jan 2021
SCOP: Scientific Control for Reliable Neural Network Pruning
Neural Information Processing Systems (NeurIPS), 2020
Yehui Tang
Yunhe Wang
Yixing Xu
Dacheng Tao
Chunjing Xu
Chao Xu
Chang Xu
AAML
400
197
0
21 Oct 2020
GAN Slimming: All-in-One GAN Compression by A Unified Optimization Framework
European Conference on Computer Vision (ECCV), 2020
Haotao Wang
Shupeng Gui
Haichuan Yang
Ji Liu
Zinan Lin
363
85
0
25 Aug 2020
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