Bringing AI To Edge: From Deep Learning's Perspective

25 November 2020

Papers citing "Bringing AI To Edge: From Deep Learning's Perspective"

28 / 28 papers shown

Title
TransitReID: Transit OD Data Collection with Occlusion-Resistant Dynamic Passenger Re-Identification Kaicong Huang Talha Azfar Jack Reilly Ruimin Ke 20 0 0 15 Apr 2025
Edge Graph Intelligence: Reciprocally Empowering Edge Networks with Graph Intelligence Liekang Zeng Shengyuan Ye Xu Chen Xiaoxi Zhang Ju Ren Jian Tang Yang Yang Xuemin Shen 52 2 0 08 Jan 2025
Bridging the Resource Gap: Deploying Advanced Imitation Learning Models onto Affordable Embedded Platforms Haizhou Ge Ruixiang Wang Zhu-ang Xu Hongrui Zhu Ruichen Deng Yuhang Dong Zeyu Pang Guyue Zhou Junyu Zhang Lu Shi 68 1 0 18 Nov 2024
Efficient Deep Learning Infrastructures for Embedded Computing Systems: A Comprehensive Survey and Future Envision Xiangzhong Luo Di Liu Hao Kong Shuo Huai Hui Chen Guochu Xiong Weichen Liu 26 2 0 03 Nov 2024
Towards General Industrial Intelligence: A Survey on IIoT-Enhanced Continual Large Models Jiao Chen Jiayi He Fangfang Chen Zuohong Lv Jianhua Tang Weihua Li Zuozhu Liu Howard H. Yang Guangjie Han AI4CE 34 1 0 02 Sep 2024
How Lightweight Can A Vision Transformer Be Jen Hong Tan ViT MoE 57 0 0 25 Jul 2024
Edge AI: A Taxonomy, Systematic Review and Future Directions S. Gill Muhammed Golec Jianmin Hu Minxian Xu Junhui Du ... Kejiang Ye Prabal Verma Surendra Kumar Félix Cuadrado Steve Uhlig 35 20 0 04 Jul 2024
On the Impact of Black-box Deployment Strategies for Edge AI on Latency and Model Performance Jaskirat Singh Emad Fallahzadeh Bram Adams Ahmed E. Hassan MQ 32 3 0 25 Mar 2024
Multi-Tier Computing-Enabled Digital Twin in 6G Networks Kunlun Wang Yongyi Tang T. Duong Saeed R. Khosravirad O. Dobre G. Karagiannidis AI4CE 16 2 0 28 Dec 2023
Green Edge AI: A Contemporary Survey Yuyi Mao X. Yu Kaibin Huang Ying-Jun Angela Zhang Jun Zhang 26 16 0 01 Dec 2023
A Dynamic Distributed Scheduler for Computing on the Edge Fei Hu K. Mehta Shivakant Mishra M. AlMutawa 8 2 0 13 Aug 2023
PLiNIO: A User-Friendly Library of Gradient-based Methods for Complexity-aware DNN Optimization Daniele Jahier Pagliari Matteo Risso Beatrice Alessandra Motetti Alessio Burrello 16 8 0 18 Jul 2023
Quantization Aware Attack: Enhancing Transferable Adversarial Attacks by Model Quantization Yulong Yang Chenhao Lin Qian Li Zhengyu Zhao Haoran Fan Dawei Zhou Nannan Wang Tongliang Liu Chao Shen AAML MQ 17 12 0 10 May 2023
A Framework for Benchmarking Real-Time Embedded Object Detection M. Schlosser D. König Michael Teutsch ObjD 11 0 0 23 Apr 2023
Towards energy-efficient Deep Learning: An overview of energy-efficient approaches along the Deep Learning Lifecycle Vanessa Mehlin Sigurd Schacht Carsten Lanquillon HAI MedIm 23 19 0 05 Feb 2023
Synthetic data generation method for data-free knowledge distillation in regression neural networks Tianxun Zhou K. Chiam 11 5 0 11 Jan 2023
Generative Adversarial Super-Resolution at the Edge with Knowledge Distillation Simone Angarano Francesco Salvetti Mauro Martini Marcello Chiaberge GAN 12 21 0 07 Sep 2022
AI Augmented Edge and Fog Computing: Trends and Challenges Shreshth Tuli Fatemeh Mirhakimi Samodha Pallewatta Syed Zawad G. Casale B. Javadi Feng Yan Rajkumar Buyya N. Jennings 17 56 0 01 Aug 2022
A Fast Attention Network for Joint Intent Detection and Slot Filling on Edge Devices Liang Huang Senjie Liang Feiyang Ye Nan Gao 48 3 0 16 May 2022
Enabling All In-Edge Deep Learning: A Literature Review Praveen Joshi Mohammed Hasanuzzaman Chandra Thapa Haithem Afli T. Scully 16 22 0 07 Apr 2022
A Survey on Privacy for B5G/6G: New Privacy Challenges, and Research Directions Chamara Sandeepa Bartlomiej Siniarski N. Kourtellis Shen Wang Madhusanka Liyanage 14 20 0 08 Mar 2022
Toward Compact Parameter Representations for Architecture-Agnostic Neural Network Compression Yuezhou Sun Wenlong Zhao Lijun Zhang Xiao Liu Hui Guan Matei A. Zaharia 9 0 0 19 Nov 2021
HSCoNAS: Hardware-Software Co-Design of Efficient DNNs via Neural Architecture Search Xiangzhong Luo Di Liu Shuo Huai Weichen Liu 18 6 0 11 Mar 2021
What is the State of Neural Network Pruning? Davis W. Blalock Jose Javier Gonzalez Ortiz Jonathan Frankle John Guttag 178 1,027 0 06 Mar 2020
Adaptive Federated Learning in Resource Constrained Edge Computing Systems Shiqiang Wang Tiffany Tuor Theodoros Salonidis K. Leung C. Makaya T. He Kevin S. Chan 144 1,680 0 14 Apr 2018
NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications Tien-Ju Yang Andrew G. Howard Bo Chen Xiao Zhang Alec Go Mark Sandler Vivienne Sze Hartwig Adam 88 513 0 09 Apr 2018
Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights Aojun Zhou Anbang Yao Yiwen Guo Lin Xu Yurong Chen MQ 305 1,047 0 10 Feb 2017
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,319 0 05 Nov 2016