mxdlyh

Robustness-Enhancement-of-Machine-Fault-Diagnostic-Models

CLTrans

SSOD

An official implementation of CVPR 2022 paper "Label Matching Semi-Supervised Object Detection".

GenericSSL

NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation

ACPL

Code for "ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification" [CVPR 2022]

neighbor-matching

This repository contains code for the paper "Neighbor Matching for Semi-supervised Learning", published at MICCAI 2021

Transfer-Learning-Library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

DCRP

Official Repository of DCRP

ACR

Pytorch implementation for "Towards Realistic Long-Tailed Semi-Supervised Learning: Consistency Is All You Need" (CVPR 2023)

Classification-SemiCLS

Code for CVPR 2022 paper “Class-Aware Contrastive Semi-Supervised Learning”

TRSSL

"Towards Realistic Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Mubarak Shah (ECCV 2022)

nips14-ssl

Code for reproducing results of NIPS 2014 paper "Semi-Supervised Learning with Deep Generative Models"

USRN

Code for <Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation> in CVPR 2022

TFPred

An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault diagnosis

daso

Repository for the paper `DASO: Distribution-Aware Semantics-Oriented Pseudo-label Imbalanced Semi-Supervised Learning'.

crest

Repo for CReST: A Class-Rebalancing Self-Training Framework for Imbalanced Semi-Supervised Learning

DARP

Code for the paper "Distribution Aligning Refinery of Pseudo-label for Imbalanced Semi-supervised Learning" (NeurIPS 20)

shap

A game theoretic approach to explain the output of any machine learning model.

CDMAD

Code of the CDMAD: Class-Distribution-Mismatch-Aware Debiasing for Class-Imbalanced Semi-Supervised Learning (2024 CVPR accepted paper)

imFedSemi

[MICCAI'22] Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance

ABC

pytorch implementation of ABC : Auxiliary Balanced Classifier for Class-imbalanced Semi-supervised Learning

FP-Cyclegan

Unsupervised Feature-Preserving CycleGAN for Fault Diagnosis of Rolling Bearings using Unbalanced Infrared Thermal Imaging Sample

MPOS-RVFL

Imbalanced Real-time Fault Diagnosis Based on Minority-Prioritized Online Semi-supervised Random Vector Functional Link Network

SFDM

A Novel Semi-supervised Fault Diagnosis Method For Imbalance Data

IRDDDA

Paper code for An Iterative Resampling Deep Decoupling Domain Adaptation Method for Class-imbalance Bearing Fault Diagnosis Under Variant Working Conditions

MLFNet

MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets

DVSMN

A Dual-View Style Mixing Network for Unsupervised Cross-Domain Fault Diagnosis With Imbalanced Data

DualViewNetwork

A Dual-View Network For Imbalanced Fault Diagnosis of Rotating Machinery

cost-sensitive-learning-for-imbalanced-fault-diagnosis

imbalanced fault diagnosis

Digital-twin-assisted-imbalanced-fault-diagnosis-framework

一种数字孪生辅助的高度不平衡故障诊断新框架