Dual Adversarial and Contrastive Network for Single-Source Domain Generalization in Fault Diagnosis
☆19Mar 7, 2025Updated last year
Alternatives and similar repositories for DACN
Users that are interested in DACN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [MSSP] Dual Disentanglement Domain Generalization Method for Rotating Machinery Fault Diagnosis☆38Jul 6, 2025Updated last year
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆69Jan 2, 2025Updated last year
- [AEI 2024] Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis☆33Jul 10, 2024Updated 2 years ago
- ☆17May 20, 2024Updated 2 years ago
- [MSSP 2023] Mutual-assistance semisupervised domain generalization network for intelligent fault diagnosis under unseen working condition…☆17Apr 3, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [IEEE TII] Balancing Discrepancy and Consistency: Adversarial Single Domain Generalization in Fault Diagnosis☆34Nov 26, 2025Updated 8 months ago
- This is a benckmark for domain generalization-based fault diagnosis （基于领域泛化的相关代码）☆151Dec 13, 2024Updated last year
- ☆15Oct 15, 2025Updated 10 months ago
- The code of paper "Multiscale correntropy matrix representation-based mechanical fault diagnosis under time-varying conditions"☆15May 15, 2026Updated 3 months ago
- Multi-modal datasets for fault diagnosis（多模态故障诊断数据集）☆20May 25, 2026Updated 2 months ago
- ☆23Jan 9, 2026Updated 7 months ago
- ☆16Nov 29, 2024Updated last year
- Source code for the paper "Evaluating calibration of deep fault diagnostic models under distribution shift" published in Journal Computer…☆24Jul 21, 2026Updated 3 weeks ago
- Code for paper 'Unsupervised Contrastive Learning Based Single Domain Generalization Method for Intelligent Bearing Fault Diagnosis'☆26Jan 14, 2025Updated last year
- 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.
- The implementation of ACGAN-FG for zero-shot fault diagnosis (Ongoing update)☆18Jun 27, 2025Updated last year
- ☆18Dec 20, 2025Updated 7 months ago
- [RESS 2022] Adaptive open set domain generalization network: Learning to diagnose unknown faults under unknown working conditions☆24Nov 14, 2024Updated last year
- [MSSP 2022] A domain generalization network combing invariance and specificity towards real-time intelligent fault diagnosis☆17Apr 1, 2024Updated 2 years ago
- 【MSSP 2025】Discrete Wavelet Convolutional Network with Cross-Contrast Perturbation for Single Domain Generalization in Fault Diagnosis☆29Sep 19, 2025Updated 10 months ago
- 【IEEE IoTJ 2024】Heterogeneous Federated Learning: Client-side Collaborative Update Inter-Domain Generalization Method for Intelligent Fau…☆14Jun 23, 2025Updated last year
- An AI-based system utilizing Graph Neural Networks (GNNs) for real-time anomaly detection and fault diagnosis in spacecraft engines. It c…☆16Nov 4, 2024Updated last year
- [EAAI 2024] A federated distillation domain generalization framework for machinery fault diagnosis with data privacy☆14Apr 3, 2024Updated 2 years ago
- This library summarizes the sate-of-the-art explainable intelligent fault diagnosis methods.☆27Nov 23, 2025Updated 8 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆123Apr 27, 2025Updated last year
- This code repository is the source code of the paper "Deep Long-Range Spatiotemporal Dependency Synthetic Minority Oversampling Technique…☆15Nov 21, 2025Updated 8 months ago
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated last year
- Single-Source Domain Generalization for Bearing Fault Diagnosis Using Feature-Augmented Adaptive Neuro-Fuzzy Inference System☆12Apr 13, 2024Updated 2 years ago
- This repository contains the implementation of the model for bearing fault diagnosis，also includes five comparison models for performance…☆27Mar 7, 2025Updated last year
- Conditional Contrastive Domain Generalization For Fault Diagnosis☆59Apr 3, 2023Updated 3 years ago
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）☆50May 25, 2026Updated 2 months ago
- This is a reposotory that includes paper、code and datasets about domain generalization-based fault diagnosis and prognosis. (基于领域泛化的故障诊断和…☆455Jul 29, 2026Updated 2 weeks ago
- An open-source mechanical failure dataset is available, comprising 30+ categories including bearings, gears, pumps, and others.（30余个开源故障…☆163Jun 24, 2025Updated last year
- 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.
- DMsrTTLN code☆18Aug 25, 2024Updated last year
- this is the open code of paper entitled "TFN: An Interpretable Neural Network With Time Frequency Transform Embedded for Intelligent Faul…☆164Mar 28, 2025Updated last year
- This reposotory release a bearing failure dataset, which can support intelliegnt fault diagnosis research（实验室自采轴承开源数据集，包含稳定转速和时变转速）☆118Mar 21, 2026Updated 4 months ago
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22May 17, 2024Updated 2 years ago
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆107Feb 14, 2025Updated last year
- MSIFT: A Novel End-to-End Mechanical Fault Diagnosis Framework under Limited & Imbalanced Data Using Multi-Source Information Fusion☆72Feb 26, 2025Updated last year
- The open-source code of "CS-SHAP: Extending SHAP to Cyclic-Spectral Domain for Better Interpretability of Intelligent Fault Diagnosis".☆20Jul 12, 2025Updated last year