giabao804 / few-shot-mamba
This is our implemented source code for the paper "SC-MambaFew: Few-shot learning based on Mamba and selective spatial-channel attention for bearing fault diagnosis" published in the Journal of Computers and Electrical Engineering
☆18Updated last month
Alternatives and similar repositories for few-shot-mamba:
Users that are interested in few-shot-mamba are comparing it to the libraries listed below
- This is our implemented source code for the paper "A Bearing Fault Diagnosis Framework Based on Few-Shot Learning with Distribution Consi…☆10Updated 2 months ago
- Siamese-based ConviMixer combined with few-shot learning for classification under limited data☆27Updated last year
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆11Updated 3 months ago
- Code for paper: Scale-information fused correntropy representation for mechanical fault diagnosis under time-varying conditions☆14Updated 7 months ago
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆12Updated 10 months ago
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆19Updated 2 months ago
- Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis☆11Updated last week
- This is a implemention of paper:Federated Temporal-Context Contrastive Learning for Fault Diagnosis using Multiple Datasets with Insuffic…☆14Updated last year
- This repository contains the implementation of the model for bearing fault diagnosis，also includes five comparison models for performance…☆11Updated 3 weeks ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆40Updated last month
- We propose a novel semi-supervised learning framework for fault diagnosis in scenarios with limited labeled data, using a Multiscale and …☆11Updated 4 months ago
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆20Updated 10 months ago
- DMsrTTLN code☆17Updated 7 months ago
- The source code of the model: Multi-Scale Graph Convolutional Network with Contrastive-Learning enhanced Self-attention Pooling (MSGCN-CS…☆17Updated 11 months ago
- Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machin…☆13Updated 8 months ago
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆17Updated last year
- A Bayesian Probabilistic Framework for Mechanical Fault Diagnosis☆11Updated last year
- Hierarchical Multiscale Convolutional Neural Network (HMSCNN) for Fault Diagnosis in Rotating Machinery☆8Updated last year
- This study proposes a high-precision multisensor feature fusion fault diagnosis method. The method is based on the lightweight spatial en…☆10Updated 3 months ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆28Updated last year
- The code of our work “Mixed attention network for source-free domain adaptation in bearing fault diagnosis”.☆7Updated 10 months ago
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆25Updated 9 months ago
- MLFNet: Multi-level Fusion Network based on multi-source information for Mechanical Fault Diagnosis under Limited and Imbalanced Datasets☆17Updated last year
- ☆12Updated 2 months ago
- Python code for TCTL method☆11Updated 9 months ago
- ☆12Updated 4 months ago
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆26Updated last year
- [IEEE TIM] This is official code for paper "Few-Shot Bearing Fault Diagnosis via Ensembling Transformer-based Model with Mahalanobis Dist…☆92Updated 2 months ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆25Updated last month
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）☆26Updated 10 months ago