☆15Nov 29, 2024Updated last year
Alternatives and similar repositories for CSMPN
Users that are interested in CSMPN are comparing it to the libraries listed below
Sorting:
- Single-Source Domain Generalization for Bearing Fault Diagnosis Using Feature-Augmented Adaptive Neuro-Fuzzy Inference System☆11Apr 13, 2024Updated last year
- [IEEE TII] Balancing Discrepancy and Consistency: Adversarial Single Domain Generalization in Fault Diagnosis☆27Nov 26, 2025Updated 3 months ago
- DMsrTTLN code☆18Aug 25, 2024Updated last year
- Variance discrepancy representation☆14May 25, 2024Updated last year
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22May 17, 2024Updated last year
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Dec 14, 2024Updated last year
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆13Jul 3, 2021Updated 4 years ago
- Code for paper being submitted☆14Jul 9, 2025Updated 7 months ago
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated 9 months ago
- A Bayesian Probabilistic Framework for Mechanical Fault Diagnosis☆15Mar 28, 2024Updated last year
- A Semi-supervised Gaussian Mixture Variational Autoencoder method for few-shot fine-grained fault diagnosis☆44Jun 24, 2024Updated last year
- Dual Adversarial and Contrastive Network for Single-Source Domain Generalization in Fault Diagnosis☆17Mar 7, 2025Updated 11 months ago
- Source code for the paper "Evaluating calibration of deep fault diagnostic models under distribution shift" published in Journal Computer…☆21Jul 3, 2025Updated 8 months ago
- Official code for the ICCV23 paper: "Domain Generalization via Rationale Invariance"☆21Jan 18, 2025Updated last year
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆34Feb 16, 2025Updated last year
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆106Apr 27, 2025Updated 10 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
- this is the open code of paper entitled "TFN: An Interpretable Neural Network With Time Frequency Transform Embedded for Intelligent Faul…☆148Mar 28, 2025Updated 11 months ago
- Python code for TCTL method☆13Jun 22, 2024Updated last year
- ☆16May 20, 2024Updated last year
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆31Jun 4, 2024Updated last year
- An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault di…☆70Jul 28, 2024Updated last year
- Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machin…☆18Jul 30, 2024Updated last year
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆97Apr 24, 2025Updated 10 months ago
- Official implementation of methods from the paper SensorSCAN: Self-Supervised Learning and Deep Clustering for Fault Diagnosis in Chemica…☆28Nov 1, 2023Updated 2 years ago
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆30Aug 26, 2024Updated last year
- ☆36Mar 27, 2024Updated last year
- ACAN: A Plug-and-Play Adaptive Center-Aligned Network for Unsupervised Domain Adaptation☆21Sep 12, 2024Updated last year
- MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets☆18Feb 29, 2024Updated 2 years ago
- [MSSP] Dual Disentanglement Domain Generalization Method for Rotating Machinery Fault Diagnosis☆26Jul 6, 2025Updated 7 months ago
- ☆18Jun 30, 2023Updated 2 years ago
- code for DFAWnet☆38Jun 19, 2023Updated 2 years ago
- This code repository is the source code of the paper "Deep Long-Range Spatiotemporal Dependency Synthetic Minority Oversampling Technique…☆12Nov 21, 2025Updated 3 months ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆66Feb 26, 2025Updated last year
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆97Feb 14, 2025Updated last year
- Conditional Contrastive Domain Generalization For Fault Diagnosis☆53Apr 3, 2023Updated 2 years ago
- ☆27Nov 7, 2024Updated last year
- ☆39Jun 12, 2021Updated 4 years ago
- ☆50Mar 28, 2025Updated 11 months ago