Towards Multi-modal Transformers in Federated Learning

Towards Multi-modal Transformers in Federated Learning

18 April 2024

Matías Mendieta

Papers citing "Towards Multi-modal Transformers in Federated Learning"

10 / 10 papers shown

Title
FedMVP: Federated Multi-modal Visual Prompt Tuning for Vision-Language Models Mainak Singha Subhankar Roy Sarthak Mehrotra Ankit Jha Moloud Abdar Biplab Banerjee Elisa Ricci VLM VPVLM 119 0 0 29 Apr 2025
FSSUAVL: A Discriminative Framework using Vision Models for Federated Self-Supervised Audio and Image Understanding Yasar Abbas Ur Rehman Kin Wai Lau Yuyang Xie Ma Lan Jiajun Shen 34 0 0 13 Apr 2025
FedMef: Towards Memory-efficient Federated Dynamic Pruning Hong Huang Weiming Zhuang Chen Chen Lingjuan Lyu 62 7 0 21 Mar 2024
Conquering the Communication Constraints to Enable Large Pre-Trained Models in Federated Learning Guangyu Sun Umar Khalid Matías Mendieta Taojiannan Yang Chong Chen FedML 75 16 0 04 Oct 2022
Personalized Federated Learning with Communication Compression El Houcine Bergou Konstantin Burlachenko Aritra Dutta Peter Richtárik FedML 77 9 0 12 Sep 2022
MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification Jiancheng Yang Rui Shi D. Wei Zequan Liu Lin Zhao B. Ke Hanspeter Pfister Bingbing Ni VLM 188 651 0 27 Oct 2021
Towards Personalized Federated Learning A. Tan Han Yu Li-zhen Cui Qiang Yang FedML AI4CE 209 841 0 01 Mar 2021
FedBN: Federated Learning on Non-IID Features via Local Batch Normalization Xiaoxiao Li Meirui Jiang Xiaofei Zhang Michael Kamp Qi Dou OOD FedML 168 787 0 15 Feb 2021
Adaptive Personalized Federated Learning Yuyang Deng Mohammad Mahdi Kamani M. Mahdavi FedML 212 60 0 30 Mar 2020
Understanding and Robustifying Differentiable Architecture Search Arber Zela T. Elsken Tonmoy Saikia Yassine Marrakchi Thomas Brox Frank Hutter OOD AAML 66 366 0 20 Sep 2019