Learning Across Decentralized Multi-Modal Remote Sensing Archives with Federated Learning

1 June 2023

Papers citing "Learning Across Decentralized Multi-Modal Remote Sensing Archives with Federated Learning"

8 / 8 papers shown

Title
FedRS-Bench: Realistic Federated Learning Datasets and Benchmarks in Remote Sensing Haodong Zhao Peng Peng Chiyu Chen Linqing Huang Gongshen Liu FedML 46 0 0 13 May 2025
A Multi-Modal Federated Learning Framework for Remote Sensing Image Classification Barış Büyüktaş Gencer Sumbul Begüm Demir 70 1 0 13 Mar 2025
FedRSClip: Federated Learning for Remote Sensing Scene Classification Using Vision-Language Models Hui Lin Chao Zhang Danfeng Hong Kexin Dong Congcong Wen FedML VLM 63 4 0 05 Jan 2025
Transformer-based Federated Learning for Multi-Label Remote Sensing Image Classification Baris Büyüktas Kenneth Weitzel Sebastian Völkers Felix Zailskas Begüm Demir 61 6 0 24 May 2024
Leveraging feature communication in federated learning for remote sensing image classification Anh-Kiet Duong Hoàng-Ân Lê Minh-Tan Pham 16 4 0 20 Mar 2024
Free Lunch for Federated Remote Sensing Target Fine-Grained Classification: A Parameter-Efficient Framework Shengchao Chen Ting Shu Huani Zhao Jiahao Wang Sufen Ren Lina Yang 49 6 0 03 Jan 2024
Federated Learning Across Decentralized and Unshared Archives for Remote Sensing Image Classification Baris Büyüktas Gencer Sumbul Begüm Demir FedML 51 6 0 10 Nov 2023
Artificial intelligence to advance Earth observation: a perspective D. Tuia Konrad Schindler Begüm Demir Gustau Camps-Valls Xiao Xiang Zhu ... Mihai Datcu Jorge-Arnulfo Quiané-Ruiz Volker Markl Bertrand Le Saux Rochelle Schneider 44 33 0 15 May 2023