hqchen2021 Goto Github PK

-fedweit

addressing-class-imbalance-fl

This is the code for Addressing Class Imbalance in Federated Learning (AAAI-2021).

apachecn-dl-zh

ApacheCN 深度学习译文集

awesome-bayesian-statistics

A repository for collating all the resources such as articles, blogs, papers, and books related to Bayesian Statistics.

breach-privacy-in-federated-learning-scenarios

Breaching privacy in federated learning scenarios for vision and text

comments-for-awesome-courses

名校公开课程评价网

cs61b-sp18

Self-study of CS61B, the CS course (Data Structures, Spring 2018) at UC Berkeley by Josh Hug

cs61b_sp19

Data Structures

cs61bcn

UC Berkeley Data Structures & Algorithms class (Spring 2018)

data-free_network_quantization_with_adversarial_knowledge_distillation

Data-Free Network Quantization With Adversarial Knowledge Distillation PyTorch

deeplearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

dense

Official PyTorch implementation of DENSE (NeurIPS 2022)

diffmorpher

Official Code for DiffMorpher: Unleashing the Capability of Diffusion Models for Image Morphing (CVPR 2024)

dldr

Low Dimensional Landscape Hypothesis is True: DNNs can be Trained in Tiny Subspaces

domainbed

DomainBed is a suite to test domain generalization algorithms

dualfair

dynamic-dp

This repo implements the dynamic differential privacy algorithm

easyfl

An easy-to-use federated learning platform

example_influence_cl

failure-directions

Distilling Model Failures as Directions in Latent Space

fair-baselines

Implementations of different fair classification methods

feature-generating-networks

Zero Shot Learning with Feature Generating Networks

fed-tda

The implementation of our paper Fed-TDA

fedaux

FEDAUX: Leveraging Unlabeled Auxiliary Data in Federated Learning

fedcl_pubic

fedcon-pytorch

A PyTorch implementation for the paper FedCon: A Contrastive Framework for Federated Semi-Supervised Learning.

feddecorr

[ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (https://arxiv.org/abs/2210.00226)

federated-ai-research

federated-continual-learning

federated-learning

A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561