HHHHC's repositories
apachecn-dl-zh
ApacheCN 深度学习译文集
DENSE
Official PyTorch implementation of DENSE (NeurIPS 2022)
DiffMorpher
Official Code for DiffMorpher: Unleashing the Capability of Diffusion Models for Image Morphing (CVPR 2024)
DomainBed
DomainBed is a suite to test domain generalization algorithms
EasyFL
An easy-to-use federated learning platform
failure-directions
Distilling Model Failures as Directions in Latent Space
Fed-TDA
The implementation of our paper Fed-TDA
FedDecorr
[ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (https://arxiv.org/abs/2210.00226)
FedNTD
(NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"
LLaVA-Align
This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strategy.
Machine_Learning_Code_Implementation
Mathematical derivation and pure Python code implementation of machine learning algorithms.
mammoth
An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learning
pFedBayes
Personalized Federated Learning via Variational Bayesian Inference [ICML 2022]
prml-1
Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
pytorch-cifar
95.47% on CIFAR10 with PyTorch
pytorch-cifar100
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
rethinking_er
Code to reproduce the experiments of "Rethinking Experience Replay: a Bag of Tricks for Continual Learning"
reweight-imbalance-classification-with-OT
optimal transport
RSCFed
CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning
SupContrast
PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
transfer-fairness
A self-training method for transferring fairness under distribution shifts.