FedBN

Similar projects

Found by comparing what the projects do, not just their names.

• lins-lab/fedbr25

  Federated Learning Algorithm

  An implementation of federated learning algorithm to reduce local learning bias and improve convergence on heterogeneous data

• gaoliang13/feddc81

  Federated learner

  Federated learning algorithm that adapts to non-IID data by decoupling and correcting for local drift

• debcaldarola/fedsam82

  Flat minimization optimizer

  Improving generalization in federated learning by seeking flat minima through optimization techniques

• lunanbit/fedul33

  Federated Learning Approach

  This project presents an approach to federated learning that leverages unsupervised techniques to adapt models to unlabeled data without requiring labels.

• mediabrain-sjtu/feddg-ga43

  Domain generalization method

  This project presents a method for federated domain generalization with adjustment, allowing multiple models to learn from each other across different domains.

• ignavierng/notears-admm10

  Federated learning algorithm

  An implementation of Bayesian network structure learning with continuous optimization for federated learning.

• mediabrain-sjtu/pfedgraph26

  Federated Learning

  This project enables personalized federated learning with inferred collaboration graphs to improve the performance of machine learning models on non-IID (non-independent and identically distributed) datasets.

• liuquande/feddg-elcfs246

  Federated Image Segmentation Framework

  This project presents a framework for federated domain generalization in medical image segmentation using continuous frequency space and episodic learning.

• tmlr-group/fedfed17

  Feature sharing

  An approach to mitigating data heterogeneity in federated learning by sharing partial features of the data.

• med-air/harmofl86

  Drift harmonizer

  A framework to harmonize local and global drifts in federated learning on heterogeneous medical images

• allenbeau/pfedbayes52

  Personalized Fed Learning Model

  An implementation of personalized federated learning using variational Bayesian inference on the MNIST dataset

• atuannguyen/fedsr26

  Federated Learning Method

  An implementation of a domain generalization method for federated learning using Python and PyTorch

• mediabrain-sjtu/fedgela11

  Data Fusion Tool

  This project enables federated learning across partially class-disjoint data with curated bilateral curation.

• mingruiliu-ml-lab/episode2

  Federated Learning optimizer

  An algorithm for Federated Learning with heterogeneous data, designed to optimize deep neural networks and improve performance

• chunmeifeng/fedpr45

  Federated Prompt Algorithm

  An algorithm for learning federated visual prompts in null space to improve MRI reconstruction performance on limited local data and reduced communication costs