Distributed CNN Inference on Resource-Constrained UAVs for Surveillance
Systems: Design and Optimization

Distributed CNN Inference on Resource-Constrained UAVs for Surveillance Systems: Design and Optimization

23 May 2021

Mohammed Jouhari

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Papers citing "Distributed CNN Inference on Resource-Constrained UAVs for Surveillance Systems: Design and Optimization"

13 / 13 papers shown

Title
Binary Neural Networks: A Survey Haotong Qin Ruihao Gong Xianglong Liu Xiao Bai Jingkuan Song N. Sebe MQ 129 470 0 31 Mar 2020
Distributed Deep Convolutional Neural Networks for the Internet-of-Things Simone Disabato M. Roveri Cesare Alippi 50 49 0 02 Aug 2019
Edge Intelligence: Paving the Last Mile of Artificial Intelligence with Edge Computing Zhi Zhou Xu Chen En Li Liekang Zeng Ke Luo Junshan Zhang 93 1,441 0 24 May 2019
Towards Collaborative Intelligence Friendly Architectures for Deep Learning Amir Erfan Eshratifar Amirhossein Esmaili Massoud Pedram 64 27 0 01 Feb 2019
Distributed Cooperative Spectrum Sharing in UAV Networks Using Multi-Agent Reinforcement Learning Alireza Shamsoshoara M. Khaledi Fatemeh Afghah Abolfazl Razi Jonathan D. Ashdown 59 74 0 13 Nov 2018
Joint Ground and Aerial Package Delivery Services: A Stochastic Optimization Approach Suttinee Sawadsitang Dusit Niyato Puay Siew Tan Ping Wang 27 86 0 14 Aug 2018
DroNet: Efficient convolutional neural network detector for real-time UAV applications C. Kyrkou George Plastiras Stylianos I. Venieris T. Theocharides C. Bouganis 111 126 0 18 Jul 2018
Cellular-Connected UAVs over 5G: Deep Reinforcement Learning for Interference Management Ursula Challita Walid Saad C. Bettstetter 66 297 0 16 Jan 2018
Autonomous UAV Navigation Using Reinforcement Learning H. Pham Hung M. La David Feil-Seifer L. Nguyen SSL 64 97 0 16 Jan 2018
Distributed Deep Neural Networks over the Cloud, the Edge and End Devices Surat Teerapittayanon Bradley McDanel H. T. Kung FedML 81 717 0 06 Sep 2017
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 433 18,361 0 27 May 2016
Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding Song Han Huizi Mao W. Dally 3DGS 263 8,859 0 01 Oct 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,508 0 04 Sep 2014