zhiqan / OC-SupconView external linksLinks
A supervised contrastive learning method based on online complement strategy for long-tailed fine-grained fault diagnosis
☆10Jan 5, 2025Updated last year
Alternatives and similar repositories for OC-Supcon
Users that are interested in OC-Supcon are comparing it to the libraries listed below
Sorting:
- ☆11Jul 18, 2023Updated 2 years ago
- A Semi-supervised Gaussian Mixture Variational Autoencoder method for few-shot fine-grained fault diagnosis☆44Jun 24, 2024Updated last year
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆36Feb 18, 2023Updated 2 years ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆44Jul 27, 2023Updated 2 years ago
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆30Aug 26, 2024Updated last year
- This code repository is the source code of the paper "Deep Long-Range Spatiotemporal Dependency Synthetic Minority Oversampling Technique…☆12Nov 21, 2025Updated 2 months ago
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆20Nov 24, 2023Updated 2 years ago
- Wide Kernel Time-Frequency Fusion （WTFF）--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆13Mar 21, 2025Updated 10 months ago
- Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis☆18Feb 6, 2026Updated last week
- Few-shot Metric Adversarial Adaptation for Cross-machine Fault Diagnosis☆10Apr 7, 2025Updated 10 months ago
- The source code (Pytorch version) of paper "Multi-modality augmented Prototypical Network for Fault Diagnosis"☆11Aug 26, 2024Updated last year
- ☆23May 6, 2025Updated 9 months ago
- Dual Adversarial and Contrastive Network for Single-Source Domain Generalization in Fault Diagnosis☆17Mar 7, 2025Updated 11 months ago
- Code for paper 'Unsupervised Contrastive Learning Based Single Domain Generalization Method for Intelligent Bearing Fault Diagnosis'☆20Jan 14, 2025Updated last year
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Dec 14, 2024Updated last year
- The open-source code of "CS-SHAP: Extending SHAP to Cyclic-Spectral Domain for Better Interpretability of Intelligent Fault Diagnosis".☆19Jul 12, 2025Updated 7 months ago
- This study proposes a high-precision multisensor feature fusion fault diagnosis method. The method is based on the lightweight spatial en…☆18Dec 18, 2024Updated last year
- 【IEEE IoTJ 2024】Heterogeneous Federated Learning: Client-side Collaborative Update Inter-Domain Generalization Method for Intelligent Fau…☆14Jun 23, 2025Updated 7 months ago
- This repository contains the implementation of the model for bearing fault diagnosis，also includes five comparison models for performance…☆22Mar 7, 2025Updated 11 months ago
- [MSSP] Dual Disentanglement Domain Generalization Method for Rotating Machinery Fault Diagnosis☆26Jul 6, 2025Updated 7 months ago
- The source code of the model: Multi-Scale Graph Convolutional Network with Contrastive-Learning enhanced Self-attention Pooling (MSGCN-CS…☆18Apr 10, 2024Updated last year
- ☆27Nov 7, 2024Updated last year
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆97Apr 24, 2025Updated 9 months ago
- 基于工业数据和知识图谱联合驱动的工业故障诊断框架，论文代码Root-KGI: a Novel Framework for Root Cause Diagnosis Based on Knowledge Graph and Industrial Data☆31Jun 26, 2024Updated last year
- Benchmarking fault detection and diagnosis methods☆30Feb 2, 2025Updated last year
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆66Feb 26, 2025Updated 11 months ago
- Python library for training, evaluating, using deep learning for industrial monitoring tasks.☆10Sep 26, 2024Updated last year
- Official Implementation for [IEEE Transactions on Vehicular Technology] "TTSNet: Temporal transformer-based sequence network for state-of…☆30Apr 18, 2024Updated last year
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆34Oct 19, 2023Updated 2 years ago
- AAAI 2025: BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation☆91Apr 12, 2025Updated 10 months ago
- A Benchmark Model Simulator for Process Control and Monitoring☆10Apr 17, 2025Updated 9 months ago
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆50Jan 2, 2025Updated last year
- Code for paper 'Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis (NeurIPS 2024 Spotlight)'☆40Jan 8, 2025Updated last year
- ☆19Aug 11, 2025Updated 6 months ago
- Early Accepted in MICCAI 2023☆12Jul 11, 2023Updated 2 years ago
- Multi-scale Signed Recurrence Plot Based Time Series Classification Using Inception Architectural Networks☆10Jul 11, 2023Updated 2 years ago
- The code repository for ICML25 paper "Understanding the Limits of Deep Tabular Methods with Temporal Shift"☆13May 1, 2025Updated 9 months ago
- 一种新的基于动态图注意力网络和标签传播策略的半监督故障诊断方法☆39May 10, 2023Updated 2 years ago
- This repo contains active learning query strategies as introduced in our GCPR 2013 paper.☆12Aug 12, 2013Updated 12 years ago