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attention-transfer

awesome-federated-learning-on-graph-and-tabular-data

Federated learning on graph and tabular data related papers, frameworks, and datasets.

awesome-mac

 Now we have become very big, Different from the original idea. Collect premium software in various categories.

cls_kd_loss

'NKD and USKD' (ICCV 2023) and 'ViTKD'

ctkd

[AAAI 2023] Official pytorch implementation for "Curriculum Temperature for Knowledge Distillation"

cvpr-2023-papers

cvpr2023-papers-with-code

CVPR 2023 论文和开源项目合集

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

fedala

AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning

fedavg-numpy-pytorch-tff

Three implementations of FedAvg: numpy, pytorch and tensorflow federated.

fedbabu

ICLR 2022, "FedBABU: Toward Enhanced Representation for Federated Image Classification"

feddecorr

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

federated-learning-in-pytorch

Handy PyTorch implementation of Federated Learning (for your painless research)

fedfomo

fedgen-fedavg-fedprox

Code and data accompanying the FedGen paper

fedlab

A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.

fedmd_clean

FedMD: Heterogenous Federated Learning via Model Distillation

fedmd_pytorch

fedrepo

fedx

flearn

Federated Learning Framework

hkd_pfed

knn-per

Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)

knowledge-distillation-zoo

Pytorch implementation of various Knowledge Distillation (KD) methods.

knowledgedistilling

tensorflow2_knowledge_distilling_example

kt-pfl

ltd

mdistiller

The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679

mmrazor

OpenMMLab Model Compression Toolbox and Benchmark.

moon

Model-Contrastive Federated Learning (CVPR 2021)