ZexiLee

tall_masks

Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]

about-zexili

personal homepage

Dassl.pytorch

A PyTorch toolbox for domain adaptation and semi-supervised learning.

dfl-pens

Decentralized federated learning of deep neural networks on non-iid data

Federated-Learning-PyTorch

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

fedflow

auto-scheduler for pytorch task.

ICCV-2023-FedETF

The is the official implementation of ICCV 2023 paper "No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Synthetic and Fixed Classifier".

ICML-2023-FedLAW

The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".

MATCHA

Communication-efficient decentralized SGD (Pytorch)

quasi-global-momentum

ZexiLee/ICML-2023-FedLAW

The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".

ZexiLee/ICCV-2023-FedETF

The is the official implementation of ICCV 2023 paper "No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Synthetic and Fixed Classifier".

ZexiLee/Federated-Learning-PyTorch

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

ZexiLee/about-zexili

personal homepage

ZexiLee/Dassl.pytorch

A PyTorch toolbox for domain adaptation and semi-supervised learning.

ZexiLee/dfl-pens

Decentralized federated learning of deep neural networks on non-iid data

ZexiLee/fedflow

auto-scheduler for pytorch task.

ZexiLee/MATCHA

Communication-efficient decentralized SGD (Pytorch)

ZexiLee/quasi-global-momentum