Federated Learning for Appearance-based Gaze Estimation in the Wild

14 November 2022

Zhiming Hu

Papers citing "Federated Learning for Appearance-based Gaze Estimation in the Wild"

24 / 24 papers shown

Title
A Field Guide to Federated Optimization Jianyu Wang Zachary B. Charles Zheng Xu Gauri Joshi H. B. McMahan ... Mi Zhang Tong Zhang Chunxiang Zheng Chen Zhu Wennan Zhu FedML 257 415 0 14 Jul 2021
Vulnerability of Appearance-based Gaze Estimation Mingjie Xu Haofei Wang Yunfei Liu Feng Lu AAML 39 2 0 24 Mar 2021
Multi-Task Federated Learning for Personalised Deep Neural Networks in Edge Computing Jed Mills Jia Hu Geyong Min FedML 48 198 0 17 Jul 2020
Personalized Federated Learning with Moreau Envelopes Canh T. Dinh N. H. Tran Tuan Dung Nguyen FedML 68 982 0 16 Jun 2020
Adversarial Attacks on Classifiers for Eye-based User Modelling Inken Hagestedt Michael Backes Andreas Bulling AAML 41 6 0 01 Jun 2020
Survey of Personalization Techniques for Federated Learning V. Kulkarni Milind Kulkarni Aniruddha Pant FedML 213 328 0 19 Mar 2020
Adaptive Federated Optimization Sashank J. Reddi Zachary B. Charles Manzil Zaheer Zachary Garrett Keith Rush Jakub Konecný Sanjiv Kumar H. B. McMahan FedML 90 1,417 0 29 Feb 2020
Differential Privacy for Eye Tracking with Temporal Correlations Efe Bozkir Onur Gunlu Wolfgang Fuhl Rafael F. Schaefer Enkelejda Kasneci 43 61 0 20 Feb 2020
Personalized Federated Learning: A Meta-Learning Approach Alireza Fallah Aryan Mokhtari Asuman Ozdaglar FedML 147 565 0 19 Feb 2020
Advances and Open Problems in Federated Learning Peter Kairouz H. B. McMahan Brendan Avent A. Bellet M. Bennis ... Zheng Xu Qiang Yang Felix X. Yu Han Yu Sen Zhao FedML AI4CE 150 6,177 0 10 Dec 2019
Federated Evaluation of On-device Personalization Kangkang Wang Rajiv Mathews Chloé Kiddon Hubert Eichner F. Beaufays Daniel Ramage FedML 51 283 0 22 Oct 2019
Improving Federated Learning Personalization via Model Agnostic Meta Learning Yihan Jiang Jakub Konecný Keith Rush Sreeram Kannan FedML 58 598 0 27 Sep 2019
Differential Privacy for Eye-Tracking Data Ao Liu Lirong Xia A. Duchowski Reynold J. Bailey K. Holmqvist Eakta Jain 43 69 0 15 Apr 2019
Evaluation of Appearance-Based Methods and Implications for Gaze-Based Applications Xucong Zhang Yusuke Sugano Andreas Bulling 31 117 0 30 Jan 2019
Privacy-Aware Eye Tracking Using Differential Privacy Julian Steil Inken Hagestedt Michael Xuelin Huang Andreas Bulling 25 108 0 19 Dec 2018
Cooperative SGD: A unified Framework for the Design and Analysis of Communication-Efficient SGD Algorithms Jianyu Wang Gauri Joshi 116 348 0 22 Aug 2018
Local SGD Converges Fast and Communicates Little Sebastian U. Stich FedML 156 1,056 0 24 May 2018
MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation Xucong Zhang Yusuke Sugano Mario Fritz Andreas Bulling CVBM 50 446 0 24 Nov 2017
A Survey on Multi-Task Learning Yu Zhang Qiang Yang AIMat 425 2,196 0 25 Jul 2017
It's Written All Over Your Face: Full-Face Appearance-Based Gaze Estimation Xucong Zhang Yusuke Sugano Mario Fritz Andreas Bulling 3DH CVBM 53 408 0 27 Nov 2016
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 251 17,328 0 17 Feb 2016
Appearance-Based Gaze Estimation in the Wild Xucong Zhang Yusuke Sugano Mario Fritz Andreas Bulling 58 791 0 11 Apr 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.2K 149,474 0 22 Dec 2014
A Model of Inductive Bias Learning Jonathan Baxter 100 1,210 0 01 Jun 2011