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Federated Deep Learning Meets Autonomous Vehicle Perception: Design and
  Verification
v1v2 (latest)

Federated Deep Learning Meets Autonomous Vehicle Perception: Design and Verification

3 June 2022
Shuai Wang
Chengyang Li
Derrick Wing Kwan Ng
Yonina C. Eldar
H. Vincent Poor
Qi Hao
Chengzhong Xu
    FedML
ArXiv (abs)PDFHTML

Papers citing "Federated Deep Learning Meets Autonomous Vehicle Perception: Design and Verification"

17 / 17 papers shown
Title
Privacy-preserving Machine Learning in Internet of Vehicle Applications: Fundamentals, Recent Advances, and Future Direction
Privacy-preserving Machine Learning in Internet of Vehicle Applications: Fundamentals, Recent Advances, and Future Direction
Nazmul Islam
Mohammad Zulkernine
82
0
0
03 Mar 2025
Personalized Federated Learning for Cross-view Geo-localization
Personalized Federated Learning for Cross-view Geo-localization
Christos Anagnostopoulos
Alexandros Gkillas
Nikos Piperigkos
Aris Lalos
FedML
64
0
0
07 Nov 2024
Multi-Uncertainty Aware Autonomous Cooperative Planning
Multi-Uncertainty Aware Autonomous Cooperative Planning
Shiyao Zhang
He Li
Shanghang Zhang
Shuai Wang
Derrick Wing Kwan Ng
Chengzhong Xu
63
1
0
01 Nov 2024
FedRC: A Rapid-Converged Hierarchical Federated Learning Framework in
  Street Scene Semantic Understanding
FedRC: A Rapid-Converged Hierarchical Federated Learning Framework in Street Scene Semantic Understanding
Wei-Bin Kou
Qingfeng Lin
Ming Tang
Shuai Wang
Guangxu Zhu
Yik-Chung Wu
75
4
0
01 Jul 2024
FedPylot: Navigating Federated Learning for Real-Time Object Detection
  in Internet of Vehicles
FedPylot: Navigating Federated Learning for Real-Time Object Detection in Internet of Vehicles
Cyprien Quéméneur
Soumaya Cherkaoui
103
3
0
05 Jun 2024
pFedLVM: A Large Vision Model (LVM)-Driven and Latent Feature-Based Personalized Federated Learning Framework in Autonomous Driving
pFedLVM: A Large Vision Model (LVM)-Driven and Latent Feature-Based Personalized Federated Learning Framework in Autonomous Driving
Wei-Bin Kou
Qingfeng Lin
Ming Tang
Sheng Xu
Rongguang Ye
...
Shuai Wang
Guofa Li
Zhenyu Chen
Guangxu Zhu
Yik-Chung Wu
FedML
121
12
0
07 May 2024
Seamless Virtual Reality with Integrated Synchronizer and Synthesizer
  for Autonomous Driving
Seamless Virtual Reality with Integrated Synchronizer and Synthesizer for Autonomous Driving
He Li
Ruihua Han
Zirui Zhao
Wei Xu
Qi Hao
Shuai Wang
Chengzhong Xu
59
4
0
06 Mar 2024
FedRSU: Federated Learning for Scene Flow Estimation on Roadside Units
FedRSU: Federated Learning for Scene Flow Estimation on Roadside Units
Shaoheng Fang
Rui Ye
Wenhao Wang
Zuhong Liu
Yuxiao Wang
Yafei Wang
Siheng Chen
Yanfeng Wang
112
1
0
23 Jan 2024
V2X Cooperative Perception for Autonomous Driving: Recent Advances and
  Challenges
V2X Cooperative Perception for Autonomous Driving: Recent Advances and Challenges
Wei Chen
Tao Huang
Xi Zhou
Dinh C. Nguyen
M. R. Azghadi
Yuxuan Xia
Qing-Long Han
Sumei Sun
131
41
0
05 Oct 2023
Federated Learning for Connected and Automated Vehicles: A Survey of
  Existing Approaches and Challenges
Federated Learning for Connected and Automated Vehicles: A Survey of Existing Approaches and Challenges
Vishnu Pandi Chellapandi
Liangqi Yuan
Christopher G. Brinton
Stanislaw H. .Zak
Ziran Wang
FedML
125
87
0
21 Aug 2023
Communication Resources Constrained Hierarchical Federated Learning for
  End-to-End Autonomous Driving
Communication Resources Constrained Hierarchical Federated Learning for End-to-End Autonomous Driving
Weihua Kou
Shuai Wang
Guangxu Zhu
Bin Luo
Yingxian Chen
Derrick Wing Kwan Ng
Yik-Chung Wu
76
13
0
28 Jun 2023
iCOIL: Scenario Aware Autonomous Parking Via Integrated Constrained
  Optimization and Imitation Learning
iCOIL: Scenario Aware Autonomous Parking Via Integrated Constrained Optimization and Imitation Learning
Lexiong Huang
Ruihua Han
Guoliang Li
He Li
Shuai Wang
Yang Wang
Chengzhong Xu
60
0
0
23 May 2023
Patchwork Learning: A Paradigm Towards Integrative Analysis across
  Diverse Biomedical Data Sources
Patchwork Learning: A Paradigm Towards Integrative Analysis across Diverse Biomedical Data Sources
Suraj Rajendran
Weishen Pan
M. Sabuncu
Yong Chen
Jiayu Zhou
Fei Wang
102
14
0
10 May 2023
FedBEVT: Federated Learning Bird's Eye View Perception Transformer in
  Road Traffic Systems
FedBEVT: Federated Learning Bird's Eye View Perception Transformer in Road Traffic Systems
Rui Song
Runsheng Xu
Andreas Festag
Jiaqi Ma
Alois Knoll
FedML
108
26
0
04 Apr 2023
A Survey of Federated Learning for Connected and Automated Vehicles
A Survey of Federated Learning for Connected and Automated Vehicles
Vishnu Pandi Chellapandi
Liangqi Yuan
Stanislaw H. .Zak
Ziran Wang
FedML
76
37
0
19 Mar 2023
Edge-Assisted V2X Motion Planning and Power Control Under Channel
  Uncertainty
Edge-Assisted V2X Motion Planning and Power Control Under Channel Uncertainty
Zongze Li
Shuai Wang
Shiyao Zhang
Miaowen Wen
Kejiang Ye
Yik-Chung Wu
Derrick Wing Kwan Ng
27
7
0
13 Dec 2022
Mobility-Aware Cooperative Caching in Vehicular Edge Computing Based on
  Asynchronous Federated and Deep Reinforcement Learning
Mobility-Aware Cooperative Caching in Vehicular Edge Computing Based on Asynchronous Federated and Deep Reinforcement Learning
Qiong Wu
Yu Zhao
Nan Cheng
Pingyi Fan
Jiangzhou Wang
Cui Zhang
65
130
0
02 Aug 2022
1