antoinedemathelin / wann
Adversarial Weighting for Domain Adaptation in Regression
☆23Updated 2 years ago
Alternatives and similar repositories for wann:
Users that are interested in wann are comparing it to the libraries listed below
- Code and data for our paper on IEEE-TIE: Integrating Expert Knowledge with Domain Adaptation for Unsupervised Fault Diagnosis☆39Updated 2 years ago
- Pytorch implementation of the paper: "Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnos…☆34Updated 3 years ago
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆77Updated last week
- The code of Interpretable Convolutional Neural Network with Multilayer Wavelet for Noise-Robust Machinery Fault Diagnosis☆42Updated 2 years ago
- Repository containing the code for the experiments and examples of my Bachelor Thesis: Cross Domain Fault Detection through Optimal Trans…☆22Updated last year
- This is a github repository for Adversarial transfer learning with constrastive coding for time series regression problem.☆46Updated 3 years ago
- ☆22Updated 5 months ago
- ☆16Updated last year
- A deep transfer regression method based on seed replacement considering balanced domain adaptation☆16Updated 2 years ago
- Conditional Contrastive Domain Generalization For Fault Diagnosis☆34Updated 2 years ago
- This is an implementation of single source multiple target domain adaptation for fault diagnosis☆44Updated 3 years ago
- Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer☆40Updated 2 years ago
- ☆37Updated last year
- ☆25Updated 2 years ago
- Variance discrepancy representation: A vibration characteristic-guided distribution alignment metric for fault transfer diagnosis☆20Updated 10 months ago
- Code release for Representation Subspace Distance for Domain Adaptation Regression (ICML 2021)☆81Updated 3 years ago
- The PyTorch version for Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis.☆57Updated 3 years ago
- A transfer learning model CoDats applied to fault diagnosis problem☆15Updated 3 years ago
- Multi-source Heterogeneous Domain Adaptation with Conditional Weighting Adversarial Network, TNNLS 2021☆19Updated 3 years ago
- ☆21Updated 2 years ago
- [TAI 2023] Contrastive Domain Adaptation for Time-Series via Temporal Mixup☆30Updated last year
- ☆20Updated last year
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆13Updated 3 years ago
- Master Thesis: Intelligent Ball Screw Fault Diagnosis Using Deep Learning Based Domain Adaptation and Transfer Learning☆37Updated 2 years ago
- ☆16Updated 2 years ago
- Zero-shot fault diagnosis on the Tennessee–Eastman process by attribute fusion transfer. Paper: Attribute fusion transfer for zero-shot f…☆27Updated last year
- Code for Unsupervised Multi-Source Domain Adaptation for Regression paper☆18Updated 4 years ago
- ☆44Updated 4 years ago
- Implementation of the mechanical fault diagnosis method using model agnostic meta-learning (MAML)☆31Updated 2 years ago
- ☆54Updated last year