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

Python 1,319 454 Updated May 7, 2024

A beautiful, simple, clean, and responsive Jekyll theme for academics

HTML 12,205 11,580 Updated Feb 19, 2025

implementation of 'The Forward-Forward Algorithm: Some Preliminary Investigations', Hinton 2022

Python 14 Updated Dec 6, 2022

Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"

Jupyter Notebook 55 10 Updated May 4, 2023

Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective".

Python 39 10 Updated Oct 29, 2021

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

Python 3,193 541 Updated Dec 26, 2023

[NeurIPS 2019] Deep Leakage From Gradients

Python 424 107 Updated Apr 17, 2022