TIanrun Cai's repositories
awesome-multimodal-ml
Reading list for research topics in multimodal machine learning
CreamFL
[ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble
EHRFL
Official code for "EHRFL: Federated Learning Framework for Institution-Specific Model Construction using Electronic Health Records"
fed-multimodal
[KDD 2023] FedMultimodal
Federated-Learning-PyTorch
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
mnist-clip
a super easy clip model with mnist dataset for study
multimodal
TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.
PersonalizedFL
Personalized federated learning codebase for research
UniFL
Official Code for "Universal EHR Federated Learning Framework" (ML4H 2022)
VFedTrans
Paper: Vertical Federated Knowledge Transfer via Representation Distillation
VFL_Survey
Vertical Federated Learning for Effectiveness, Security, Applicability: A Survey, by MARS Group at Wuhan University.