shane995 / MTAGN
The PyTorch implementation for multi-task attention guided network (MTAGN) in End to End Multi-task learning with Attention for Multi-objective Fault Diagnosis under Small Sample
☆22Updated last year
Alternatives and similar repositories for MTAGN:
Users that are interested in MTAGN are comparing it to the libraries listed below
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆26Updated last year
- GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis☆35Updated 2 years ago
- Pytorch implementation of the paper: "Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnos…☆33Updated 3 years ago
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆56Updated 3 years ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆52Updated last month
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆25Updated 9 months ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆39Updated last month
- A Fault Diagnosis Method of Rotor System Based on Parallel Convolutional Neural Network Architecture with Attention Mechanism☆33Updated 2 years ago
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆41Updated last year
- Zero-shot fault diagnosis on the Tennessee–Eastman process by attribute fusion transfer. Paper: Attribute fusion transfer for zero-shot f…☆22Updated last year
- 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☆34Updated last year
- ☆32Updated 2 years ago
- ☆20Updated 2 years ago
- ☆22Updated last year
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆71Updated 10 months ago
- code for DFAWnet☆33Updated last year
- A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling （pytorch)☆37Updated 2 years ago
- Master Thesis: Intelligent Ball Screw Fault Diagnosis Using Deep Learning Based Domain Adaptation and Transfer Learning☆36Updated 2 years ago
- 基于Laplace小波卷积和BiGRU的少量样本故障诊断方法 (Small sample fault diagnosis based on Laplace wavelet convolution and BiGRU)☆52Updated last year
- ☆41Updated last month
- An Adaptive Multi-Channel Attention Method for Fault Diagnosis☆18Updated last year
- 一种用于复杂工况机械故障检测的GNN方法☆44Updated last year
- ☆21Updated 2 years ago
- Capsule network for fault diagnosis （胶囊网络用于故障诊断）☆30Updated last year
- ☆54Updated last year
- A fault diagnosis method for rotating machinery based on CNN with mixed information☆28Updated last year
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆73Updated last year
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆29Updated 7 months ago
- [RESS 2022] Code for Dual adversarial network for cross-domain open set fault diagnosis☆17Updated 11 months ago
- ☆45Updated 2 years ago