FedVision: An Online Visual Object Detection Platform Powered by Federated Learning

17 January 2020

Yang Liu

Papers citing "FedVision: An Online Visual Object Detection Platform Powered by Federated Learning"

21 / 121 papers shown

Title
Federated Learning for Big Data: A Survey on Opportunities, Applications, and Future Directions Thippa Reddy Gadekallu Viet Quoc Pham Thien Huynh-The S. Bhattacharya Praveen Kumar Reddy Maddikunta Madhusanka Liyanage FedML AI4CE 42 39 0 08 Oct 2021
FedProc: Prototypical Contrastive Federated Learning on Non-IID data Xutong Mu Yulong Shen Ke Cheng Xueli Geng Jiaxuan Fu Tao Zhang Zhiwei Zhang FedML 40 162 0 25 Sep 2021
F3: Fair and Federated Face Attribute Classification with Heterogeneous Data Samhita Kanaparthy Manisha Padala Sankarshan Damle Ravi Kiran Sarvadevabhatla Sujit Gujar CVBM 21 2 0 06 Sep 2021
Aegis: A Trusted, Automatic and Accurate Verification Framework for Vertical Federated Learning Cengguang Zhang Junxue Zhang Di Chai Kai Chen FedML 15 5 0 16 Aug 2021
Decentralized Deep Learning for Multi-Access Edge Computing: A Survey on Communication Efficiency and Trustworthiness Yuwei Sun H. Ochiai Hiroshi Esaki FedML 64 45 0 30 Jul 2021
Federated Action Recognition on Heterogeneous Embedded Devices Pranjali Jain Shreyas Goenka S. Bagchi Biplab Banerjee Somali Chaterji FedML 43 7 0 18 Jul 2021
From Distributed Machine Learning to Federated Learning: A Survey Ji Liu Jizhou Huang Yang Zhou Xuhong Li Shilei Ji Haoyi Xiong Dejing Dou FedML OOD 44 243 0 29 Apr 2021
A Survey on Federated Learning and its Applications for Accelerating Industrial Internet of Things Jiehan Zhou Shouhua Zhang Qinghua Lu W. Dai Min Chen Xin Liu Susanna Pirttikangas Yang Shi Weishan Zhang E. Herrera-Viedma FedML AI4CE 15 44 0 21 Apr 2021
FedGraphNN: A Federated Learning System and Benchmark for Graph Neural Networks Chaoyang He Keshav Balasubramanian Emir Ceyani Carl Yang Han Xie ... Yu Rong P. Zhao Junzhou Huang M. Annavaram Salman Avestimehr FedML OOD 21 2 0 14 Apr 2021
Communication Efficient Federated Learning with Adaptive Quantization Yuzhu Mao Zihao Zhao Guangfeng Yan Yang Liu Tian-Shing Lan Linqi Song Wenbo Ding MQ 14 10 0 13 Apr 2021
FL-AGCNS: Federated Learning Framework for Automatic Graph Convolutional Network Search Chunnan Wang Bozhou Chen Geng Li Hongzhi Wang FedML GNN 13 17 0 09 Apr 2021
Model-Contrastive Federated Learning Qinbin Li Bingsheng He D. Song FedML 22 1,005 0 30 Mar 2021
Applications of Federated Learning in Smart Cities: Recent Advances, Taxonomy, and Open Challenges Zhaohua Zheng Yize Zhou Yilong Sun Zhang Wang Boyi Liu Keqiu Li 20 102 0 02 Feb 2021
Privacy and Robustness in Federated Learning: Attacks and Defenses Lingjuan Lyu Han Yu Xingjun Ma Chen Chen Lichao Sun Jun Zhao Qiang Yang Philip S. Yu FedML 180 355 0 07 Dec 2020
A Systematic Literature Review on Federated Learning: From A Model Quality Perspective Yi Liu Li Zhang Ning Ge Guanghao Li FedML 28 22 0 01 Dec 2020
Dynamic backdoor attacks against federated learning Anbu Huang AAML FedML 18 20 0 15 Nov 2020
An Efficiency-boosting Client Selection Scheme for Federated Learning with Fairness Guarantee Tiansheng Huang Weiwei Lin Wentai Wu Ligang He Keqin Li Albert Y. Zomaya FedML 17 222 0 03 Nov 2020
A Demonstration of Smart Doorbell Design Using Federated Deep Learning Vatsal Patel Sarth Kanani Tapan Pathak Pankesh Patel M. Ali J. Breslin FedML 12 3 0 19 Oct 2020
Federated Visualization: A Privacy-preserving Strategy for Aggregated Visual Query Wei-Neng Chen Yating Wei Zhiyong Wang Shuyue Zhou Bingru Lin Zhiguang Zhou FedML 9 3 0 30 Jul 2020
FedML: A Research Library and Benchmark for Federated Machine Learning Chaoyang He Songze Li Jinhyun So Xiao Zeng Mi Zhang ... Yang Liu Ramesh Raskar Qiang Yang M. Annavaram Salman Avestimehr FedML 168 564 0 27 Jul 2020
Threats to Federated Learning: A Survey Lingjuan Lyu Han Yu Qiang Yang FedML 193 434 0 04 Mar 2020