This is official code for paper "Few-Shot Bearing Fault Diagnosis via Ensembling Transformer-based Model with Mahalanobis Distance Metric Learning from Multiscale Features". IEEE Transactions on Instrumentation and Measurement (Accepted)
☆12Mar 2, 2024Updated 2 years ago
Alternatives and similar repositories for Few-shot-via-ensembling-Transformer-with-Mahalanobis-distance
Users that are interested in Few-shot-via-ensembling-Transformer-with-Mahalanobis-distance are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official repository for the paper "Few‐shot multiscene fault diagnosis of rolling bearing under compound variable working conditions"☆22Oct 10, 2025Updated 7 months ago
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆34Jun 4, 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
- This study proposes a high-precision multisensor feature fusion fault diagnosis method. The method is based on the lightweight spatial en…☆21Dec 18, 2024Updated last year
- ☆14Aug 17, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Python codes “Jupyter notebooks” for the paper entitled "A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings…☆98May 16, 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
- Siamese-based ConviMixer combined with few-shot learning for classification under limited data☆28Feb 17, 2024Updated 2 years ago
- This repository contains Python code for analyzing and processing the Case Western Reserve University Bearing Dataset. The code includes …☆16Jul 17, 2024Updated last year
- The application aims to simulate real life pipeline conditions and detect leaking in pipeline system whether it is underground or general…☆10Jun 19, 2020Updated 5 years ago
- The source code (Pytorch version) of paper "Multi-modality augmented Prototypical Network for Fault Diagnosis"☆11Aug 26, 2024Updated last year
- Official implementation of "sound distance estimation" WASPAA 23☆20Dec 31, 2023Updated 2 years ago
- ☆40Feb 19, 2024Updated 2 years ago
- Wearanize+ is a multimodal sleep dataset containing overnight sleep data from 130 young, healthy participants using PSG and three wearabl…☆22Updated this week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Bearing Fault Detection☆19Jun 9, 2024Updated last year
- This is a implemention of paper:Federated Temporal-Context Contrastive Learning for Fault Diagnosis using Multiple Datasets with Insuffic…☆16Mar 25, 2024Updated 2 years ago
- Pytorch implementation of WGAN with gradient penalty (WGAN-GP),☆12Feb 7, 2022Updated 4 years ago
- Học lập trình cùng 28Tech C/ C++/ Java/ Python/ Frontend/ Backend☆36Nov 6, 2025Updated 6 months ago
- Paper code for An Iterative Resampling Deep Decoupling Domain Adaptation Method for Class-imbalance Bearing Fault Diagnosis Under Variant…☆19Sep 11, 2023Updated 2 years ago
- Fault diagnosis code based on twin network☆16Jun 9, 2024Updated last year
- This is our implemented source code for the paper "A Bearing Fault Diagnosis Framework Based on Few-Shot Learning with Distribution Consi…☆13Jan 7, 2025Updated last year
- 基于matlab的声源定位广义互相关算法的实现☆15May 6, 2022Updated 4 years ago
- ICML 2025 Papers: Dive into cutting-edge research from the premier machine learning conference. Stay current with breakthroughs in deep l…☆38Oct 24, 2025Updated 6 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆17Apr 23, 2026Updated 2 weeks ago
- MATLAB codes for "Sparse Bayesian learning approach for compound bearing fault diagnosis"☆16May 19, 2023Updated 2 years ago
- 基于深度学习的机械故障诊断☆41Feb 27, 2024Updated 2 years ago
- DNN based binaural sound localization model, using GCC-PHAT as features☆22Jun 13, 2023Updated 2 years ago
- Physics-Informed Neural Networks for Cardiovascular Blood Flow Simulations☆20Apr 7, 2025Updated last year
- 通过单层圆形麦克风阵列采集音频,实现MUSIC算法的声源定位。☆22Mar 16, 2023Updated 3 years ago
- ☆28Mar 7, 2025Updated last year
- This project is designed to delay the output of the video stream in AXI-STREAM format.☆12Jul 14, 2024Updated last year
- Codes of paper "A Novel Framework Based on Adaptive Multi-Task Learning for Bearing Fault Diagnosis".☆25Apr 28, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- This repository currently provides common and public avaiable bearing vibration datasets, including downloading, preprocessing and loadin…☆23Feb 6, 2023Updated 3 years ago
- instance based Transfer learning, TrAdaboost, mutisource-trAdaBoost regresion☆16May 23, 2018Updated 7 years ago
- Package for preprocessing Paderborn Bearing dataset☆13Jul 9, 2025Updated 10 months ago
- This project presents a novel approach for J peak detection in Heart-Rate monitoring. The proposed approach employs accelerometers to col…☆10Oct 30, 2023Updated 2 years ago
- Bearing Fault Detection and Classification Based on Temporal Convolutions and LSTM Network in Induction Machine Systems☆23Nov 9, 2024Updated last year
- Simple Contrastive Multi-View Clustering with Data-Level Fusion☆15Jul 25, 2025Updated 9 months ago
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆71Feb 26, 2025Updated last year