Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnosis problem.
☆102Feb 14, 2025Updated last year
Alternatives and similar repositories for Few-shot-Fault-Diagnosis-MAML
Users that are interested in Few-shot-Fault-Diagnosis-MAML are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A few shot learning repository for bearing fault diagnosis.☆111Aug 3, 2023Updated 2 years ago
- Source codes for the paper "Few-shot bearing fault diagnosis based on meta-learning with discriminant space optimization" (MLDSO) which p…☆39Dec 12, 2024Updated last year
- [IEEE TIM] This is official code for paper "Few-Shot Bearing Fault Diagnosis via Ensembling Transformer-based Model with Mahalanobis Dist…☆140Jan 15, 2025Updated last year
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆62Jan 2, 2025Updated last year
- The implementation of ACGAN-FG for zero-shot fault diagnosis (Ongoing update)☆18Jun 27, 2025Updated 10 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [IEEE TII] Balancing Discrepancy and Consistency: Adversarial Single Domain Generalization in Fault Diagnosis☆32Nov 26, 2025Updated 5 months ago
- The source codes of Meta-learning for few-shot cross-domain fault diagnosis.☆184Feb 16, 2025Updated last year
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective