Cross-Modal Prototype based Multimodal Federated Learning under Severely Missing Modality

Cross-Modal Prototype based Multimodal Federated Learning under Severely Missing Modality

25 January 2024

Chu Myaet Thwal

Yu Qiao

Minh N. H. Nguyen

Choong Seon Hong

Choong Seon Hong

Papers citing "Cross-Modal Prototype based Multimodal Federated Learning under Severely Missing Modality"

8 / 8 papers shown

Title
FedMobile: Enabling Knowledge Contribution-aware Multi-modal Federated Learning with Incomplete Modalities Yi Liu Cong Wang Xingliang Yuan 34 1 0 20 Feb 2025
ClusMFL: A Cluster-Enhanced Framework for Modality-Incomplete Multimodal Federated Learning in Brain Imaging Analysis Xinpeng Wang Rong-Er Zhou Han Xie Xiaoying Tang Lifang He Carl Yang 32 0 0 14 Feb 2025
CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal Federated Learning with Missing Modalities Pranav Poudel Prashant Shrestha Sanskar Amgain Y. Shrestha P. Gyawali Binod Bhattarai 36 0 0 11 Jul 2024
FedProc: Prototypical Contrastive Federated Learning on Non-IID data Xutong Mu Yulong Shen Ke Cheng Xueli Geng Jiaxuan Fu Tao Zhang Zhiwei Zhang FedML 25 161 0 25 Sep 2021
FedProto: Federated Prototype Learning across Heterogeneous Clients Yue Tan Guodong Long Lu Liu Tianyi Zhou Qinghua Lu Jing Jiang Chengqi Zhang FedML 135 287 0 01 May 2021
Towards Personalized Federated Learning A. Tan Han Yu Li-zhen Cui Qiang Yang FedML AI4CE 177 832 0 01 Mar 2021
Adaptive Personalized Federated Learning Yuyang Deng Mohammad Mahdi Kamani M. Mahdavi FedML 172 535 0 30 Mar 2020
The Future of Digital Health with Federated Learning Nicola Rieke Jonny Hancox Wenqi Li Fausto Milletari H. Roth ... Ronald M. Summers Andrew Trask Daguang Xu Maximilian Baust M. Jorge Cardoso OOD 161 1,690 0 18 Mar 2020