GuoweiaaZhang / BDCLinks
[IEEE TII] Balancing Discrepancy and Consistency: Adversarial Single Domain Generalization in Fault Diagnosis
☆19Updated last week
Alternatives and similar repositories for BDC
Users that are interested in BDC are comparing it to the libraries listed below
Sorting:
- Code for paper being submitted☆14Updated 4 months ago
- Code for paper 'Unsupervised Contrastive Learning Based Single Domain Generalization Method for Intelligent Bearing Fault Diagnosis'☆18Updated 10 months ago
- DMsrTTLN code☆18Updated last year
- [MSSP] Dual Disentanglement Domain Generalization Method for Rotating Machinery Fault Diagnosis☆22Updated 5 months ago
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14Updated 6 months ago
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Updated 11 months ago
- Python code for TCTL method☆13Updated last year
- Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis☆16Updated 7 months ago
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆47Updated 11 months ago
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22Updated last year
- A supervised contrastive learning method based on online complement strategy for long-tailed fine-grained fault diagnosis☆10Updated 11 months ago
- This is a implemention of paper:Federated Temporal-Context Contrastive Learning for Fault Diagnosis using Multiple Datasets with Insuffic…☆16Updated last year
- ☆16Updated last year
- Dual Adversarial and Contrastive Network for Single-Source Domain Generalization in Fault Diagnosis☆16Updated 9 months ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆32Updated 9 months ago
- Few-shot Metric Adversarial Adaptation for Cross-machine Fault Diagnosis☆10Updated 8 months ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆48Updated 9 months ago
- The source code of the model: Multi-Scale Graph Convolutional Network with Contrastive-Learning enhanced Self-attention Pooling (MSGCN-CS…☆18Updated last year
- Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machin…☆17Updated last year
- The open-source code of "CS-SHAP: Extending SHAP to Cyclic-Spectral Domain for Better Interpretability of Intelligent Fault Diagnosis".☆18Updated 4 months ago
- This repository is for the implementation of SGWN.☆13Updated last year
- A Bayesian Probabilistic Framework for Mechanical Fault Diagnosis☆15Updated last year
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆30Updated last year
- A Semi-supervised Gaussian Mixture Variational Autoencoder method for few-shot fine-grained fault diagnosis☆41Updated last year
- Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis☆23Updated last year
- Source code for the paper "Evaluating calibration of deep fault diagnostic models under distribution shift" published in Journal Computer…☆17Updated 5 months ago
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆20Updated 2 years ago
- ☆13Updated last year
- ACAN: A Plug-and-Play Adaptive Center-Aligned Network for Unsupervised Domain Adaptation☆21Updated last year
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆28Updated last year