MaterialsInformaticsDemo / TCALinks
Domain Adaptation via Transfer Component Analysis
☆14Updated last year
Alternatives and similar repositories for TCA
Users that are interested in TCA are comparing it to the libraries listed below
Sorting:
- The introduction and code implementation of the paper "Transfer Feature Learning with Joint Distribution Adaptation"☆11Updated 5 years ago
- Multi-source Heterogeneous Domain Adaptation with Conditional Weighting Adversarial Network, TNNLS 2021☆20Updated 3 years ago
- Domain Adaptive Neural Networks with DJP-MMD☆19Updated 3 years ago
- ☆11Updated 4 years ago
- The code of Interpretable Convolutional Neural Network with Multilayer Wavelet for Noise-Robust Machinery Fault Diagnosis☆43Updated 2 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
- Code and data for our paper on IEEE-TIE: Integrating Expert Knowledge with Domain Adaptation for Unsupervised Fault Diagnosis☆40Updated 2 years ago
- A deep transfer regression method based on seed replacement considering balanced domain adaptation☆16Updated 2 years ago
- Conditional Contrastive Domain Generalization For Fault Diagnosis☆38Updated 2 years ago
- A PaddlePaddle implementation of 'Deep Subdomain Adaptation Network for Image Classification'☆18Updated 3 years ago
- [RESS 2022] Code for Dual adversarial network for cross-domain open set fault diagnosis☆20Updated last year
- Repository containing the code for the experiments and examples of my Bachelor Thesis: Cross Domain Fault Detection through Optimal Trans…☆23Updated last year
- ☆16Updated last year
- The source code of the model: Multi-Scale Graph Convolutional Network with Contrastive-Learning enhanced Self-attention Pooling (MSGCN-CS…☆17Updated last year
- The implementation of "Semantic-consistent Embedding".☆16Updated 3 years ago
- Pytorch implementation of the paper: "Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnos…☆34Updated 3 years ago
- Fast Random Wavelet Kernel Convolution for Weak-Fault Diagnosis☆29Updated 4 months ago
- This project is the official implementation of ``Self-Supervised Graph Neural Network for Multi-Source Domain Adaptation'' in PyTorch, wh…☆12Updated 2 years ago
- DMsrTTLN code☆18Updated 10 months ago
- Unofficial implementation of some fantastic shallow domain adaptation (SDA) methods.☆25Updated 3 years ago
- Master Thesis: Intelligent Ball Screw Fault Diagnosis Using Deep Learning Based Domain Adaptation and Transfer Learning☆39Updated 2 years ago
- A Multi-Kernel domain adaptation method for unsupervised transfer learning on cross-source and cross-region remote sensing data classifi…☆11Updated 5 years ago
- Cross Domain Structure Preserving Projection for Heterogeneous Domain Adaptation☆15Updated 2 years ago
- Sensor Fault Diagnosis with Physics Informed Transfer Learning☆12Updated 3 years ago
- ☆9Updated 6 years ago
- [MSSP 2023] Mutual-assistance semisupervised domain generalization network for intelligent fault diagnosis under unseen working condition…☆12Updated last year
- This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis☆82Updated last month
- ☆13Updated last year
- The PyTorch version for 'Domain-adversarial similarity-based meta-learning network'.☆15Updated 3 years ago
- [AEI 2024] Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis☆22Updated 11 months ago