Darth-Kronos / Unsupervised-Domain-Adaptation
Empirical evaluation and analysis of state-of-the-art methods for unsupervised domain adaptation on OFFICE-31 dataset, a benchmark dataset for visual domain adaptation.
☆11Updated last year
Related projects: ⓘ
- ACAN: A Plug-and-Play Adaptive Center-Aligned Network for Unsupervised Domain Adaptation☆12Updated last week
- ☆14Updated 2 years ago
- 收录了若干读博中所遇到的问题和相关资料☆32Updated 4 months ago
- Pytorch implementation of the paper: "Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnos…☆27Updated 2 years ago
- Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings☆18Updated 3 months ago
- [AEI 2024] Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis☆16Updated 2 months ago
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆17Updated 4 months ago
- Maximum mean square discrepancy: A new discrepancy representation metric for mechanical fault transfer diagnosis☆24Updated last year
- ☆10Updated 5 months ago
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）☆14Updated 4 months ago
- Paper code for An Iterative Resampling Deep Decoupling Domain Adaptation Method for Class-imbalance Bearing Fault Diagnosis Under Variant…☆12Updated last year
- Conditional Contrastive Domain Generalization For Fault Diagnosis☆28Updated last year
- Implementation of Multi-Adversarial Domain Adaptation (https://arxiv.org/abs/1809.02176) in Pytorch☆16Updated 3 years ago
- Implementation of the model-agnostic meta-learning framework on CWRU bearing fault dataset to address cross-domain few-shot fault diagnos…☆21Updated 3 weeks ago
- ☆15Updated last month
- The code of Interpretable Convolutional Neural Network with Multilayer Wavelet for Noise-Robust Machinery Fault Diagnosis☆38Updated 2 years ago
- ☆19Updated 11 months ago
- Repository containing the code for the experiments and examples of my Bachelor Thesis: Cross Domain Fault Detection through Optimal Trans…☆21Updated last year
- Zero-shot fault diagnosis on the Tennessee–Eastman process by attribute fusion transfer. Paper: Attribute fusion transfer for zero-shot f…☆19Updated 11 months ago
- Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer☆30Updated 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）☆25Updated 3 months ago
- Code for paper: Scale-information fused correntropy representation for mechanical fault diagnosis under time-varying conditions☆10Updated 3 weeks ago
- [RESS 2022] Code for Dual adversarial network for cross-domain open set fault diagnosis☆10Updated 5 months ago
- This is a benckmark for domain generalization-based fault diagnosis （基于领域泛化的相关代码）☆50Updated 3 months ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆26Updated 2 months ago
- ☆30Updated 2 weeks ago
- 一种轻量化故障诊断框架——LiConvFormer☆57Updated last year
- Python code for TCTL method☆10Updated 2 months ago
- Code and data for our paper on IEEE-TIE: Integrating Expert Knowledge with Domain Adaptation for Unsupervised Fault Diagnosis☆32Updated last year
- The PyTorch implementation for multi-task attention guided network (MTAGN) in End to End Multi-task learning with Attention for Multi-obj…☆16Updated 9 months ago