FedPylot: Navigating Federated Learning for Real-Time Object Detection in Internet of Vehicles

5 June 2024

Papers citing "FedPylot: Navigating Federated Learning for Real-Time Object Detection in Internet of Vehicles"

28 / 28 papers shown

Title
Federated Learning with Heterogeneous Data Handling for Robust Vehicular Object Detection Ahmad Khalil Tizian Dege Pegah Golchin Rostyslav Olshevskyi Antonio Fernández Anta Tobias Meuser FedML 42 1 0 02 May 2024
YOLOv6 v3.0: A Full-Scale Reloading Chuyin Li Lu Li Yifei Geng Hongliang Jiang Meng Cheng Bo Zhang Zaidan Ke Xiaoming Xu Xiangxiang Chu ObjD 72 213 0 13 Jan 2023
Designing Network Design Strategies Through Gradient Path Analysis Chien-Yao Wang Hongpeng Liao I-Hau Yeh 42 231 0 09 Nov 2022
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors Chien-Yao Wang Alexey Bochkovskiy H. Liao ObjD 127 6,466 0 06 Jul 2022
Cross-domain Federated Object Detection Shangchao Su Bin Li Chengzhi Zhang Min Yang Xiangyang Xue FedML 60 8 0 30 Jun 2022
Federated Deep Learning Meets Autonomous Vehicle Perception: Design and Verification Shuai Wang Chengyang Li Derrick Wing Kwan Ng Yonina C. Eldar H. Vincent Poor Qi Hao Chengzhong Xu FedML 36 59 0 03 Jun 2022
YOLOX: Exceeding YOLO Series in 2021 Zheng Ge Songtao Liu Feng Wang Zeming Li Jian Sun ObjD 118 4,065 0 18 Jul 2021
A Survey of Modern Deep Learning based Object Detection Models Syed Sahil Abbas Zaidi M. S. Ansari Asra Aslam N. Kanwal M. Asghar Brian Lee VLM ObjD 117 749 0 24 Apr 2021
Federated Learning Meets Blockchain in Edge Computing: Opportunities and Challenges Dinh C. Nguyen Ming Ding Quoc-Viet Pham P. Pathirana Long Bao Jun Seneviratne Jun Li Dusit Niyato Life Fellow Ieee Poor FedML 66 430 0 05 Apr 2021
Towards Personalized Federated Learning A. Tan Han Yu Li-zhen Cui Qiang Yang FedML AI4CE 307 865 0 01 Mar 2021
Flower: A Friendly Federated Learning Research Framework Daniel J. Beutel Taner Topal Akhil Mathur Xinchi Qiu Javier Fernandez-Marques ... Lorenzo Sani Kwing Hei Li Titouan Parcollet Pedro Porto Buarque de Gusmão Nicholas D. Lane FedML 113 804 0 28 Jul 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 349 12,966 0 26 May 2020
YOLOv4: Optimal Speed and Accuracy of Object Detection Alexey Bochkovskiy Chien-Yao Wang H. Liao VLM ObjD 129 12,223 0 23 Apr 2020
Adaptive Federated Optimization Sashank J. Reddi Zachary B. Charles Manzil Zaheer Zachary Garrett Keith Rush Jakub Konecný Sanjiv Kumar H. B. McMahan FedML 144 1,431 0 29 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 185 6,229 0 10 Dec 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 354 42,299 0 03 Dec 2019
Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression Zhaohui Zheng Ping Wang Wei Liu Jinze Li Rongguang Ye Dongwei Ren NoLa 98 3,682 0 19 Nov 2019
Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification T. Hsu Qi Matthew Brown FedML 135 1,143 0 13 Sep 2019
nuScenes: A multimodal dataset for autonomous driving Holger Caesar Varun Bankiti Alex H. Lang Sourabh Vora Venice Erin Liong Qiang Xu Anush Krishnan Yuxin Pan G. Baldan Oscar Beijbom 3DPC 269 5,705 0 26 Mar 2019
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 105 21,386 0 08 Apr 2018
Computer Vision for Autonomous Vehicles: Problems, Datasets and State of the Art J. Janai Fatma Guney Aseem Behl Andreas Geiger 79 793 0 18 Apr 2017
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 177 15,587 0 25 Dec 2016
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 437 22,040 0 09 Dec 2016
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 375 17,399 0 17 Feb 2016
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 639 36,801 0 08 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 461 62,122 0 04 Jun 2015
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun ObjD 332 11,199 0 18 Jun 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 367 43,524 0 01 May 2014