guoXuehong77 / transferlearning
Everything about Transfer Learning and Domain Adaptation--迁移学习
☆15Updated 3 years ago
Related projects: ⓘ
- 这是论文Unsupervised Domain Adaptation by Backpropagation的复现代码，并完成了MNIST与MNIST-M数据集迁移，master和tf2分支代码为是基于tf2.x，tf1分支代码基于tf1.x☆57Updated 3 years ago
- Record my work in transfer learning during my postgraduate period.☆44Updated 4 months ago
- Pytorch implementation of four neural network based domain adaptation techniques: DeepCORAL, DDC, CDAN and CDAN+E. Evaluated on benchmark…☆80Updated 2 years ago
- A simple implementation of Deep Domain Confusion: Maximizing for Domain Invariance☆149Updated 5 years ago
- An implementation of Deep Adaptation Network with pytorch☆105Updated 6 years ago
- Source Code of Industrial_ZSL in TII☆28Updated 3 years ago
- Implementation of Multi-Adversarial Domain Adaptation (https://arxiv.org/abs/1809.02176) in Pytorch☆16Updated 3 years ago
- The source codes of Meta-learning for few-shot cross-domain fault diagnosis.☆126Updated 4 months ago
- Domain Adaptive Neural Networks with DJP-MMD☆18Updated 3 years ago
- A pytorch implementation for "Cross-Domain Adaptive Clustering for Semi-Supervised Domain Adaptation", which is accepted by CVPR2021.☆29Updated 8 months ago
- This is the code of paper "A Label Information Vector Generative Zero-shot Model for the Diagnosis of Compound Faults"☆16Updated last year
- The implementation of "Semantic-consistent Embedding".☆14Updated 2 years ago
- Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine☆110Updated 4 years ago
- Code for Adversarial Reweighting for Partial Domain Adaptation (NeurIPS 2021)☆31Updated 11 months ago
- ☆31Updated 7 months ago
- Pytorch implementation of the paper: "Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnos…☆27Updated 2 years ago
- Multiple Source Domain Adaptation with Adversarial Learning☆20Updated 4 years ago
- A deep transfer regression method based on seed replacement considering balanced domain adaptation☆11Updated last year
- Code release for Representation Subspace Distance for Domain Adaptation Regression (ICML 2021)☆70Updated 2 years ago
- A simple implentment of Maximum Classifier Discrepancy for Unsupervised Domain Adaptation with pytorch☆11Updated 4 years ago
- Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer☆30Updated last year
- Paper code for An Iterative Resampling Deep Decoupling Domain Adaptation Method for Class-imbalance Bearing Fault Diagnosis Under Variant…☆12Updated last year
- Very simple pytorch maml implement☆98Updated 8 months ago
- Conditional Contrastive Domain Generalization For Fault Diagnosis☆28Updated last year
- Homogeneous Online Transfer Learning with Online Distribution Discrepancy Minimization☆11Updated 4 years ago
- Repository containing the code for the experiments and examples of my Bachelor Thesis: Cross Domain Fault Detection through Optimal Trans…☆21Updated last year
- [AEI 2024] Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis☆16Updated 2 months ago
- 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
- Implementation of the mechanical fault diagnosis method using model agnostic meta-learning (MAML)☆26Updated last year
- ☆23Updated 2 years ago