CtrlZ1 / Domain-Adaptation-Algorithms
Record my work in transfer learning during my postgraduate period.
☆44Updated 4 months ago
Related projects: ⓘ
- Pytorch implementation of four neural network based domain adaptation techniques: DeepCORAL, DDC, CDAN and CDAN+E. Evaluated on benchmark…☆80Updated 2 years ago
- Code for Adversarial Reweighting for Partial Domain Adaptation (NeurIPS 2021)☆31Updated 11 months ago
- Adversarial Network with Multiple Classifiers for Open Set Domain Adaptation☆21Updated 3 years ago
- Implementation of Multi-Adversarial Domain Adaptation (https://arxiv.org/abs/1809.02176) in Pytorch☆16Updated 3 years ago
- Code release for Representation Subspace Distance for Domain Adaptation Regression (ICML 2021)☆70Updated 2 years ago
- Multiple Source Domain Adaptation with Adversarial Learning☆20Updated 4 years ago
- This code was finished before source code hasn't been released.☆24Updated 4 years ago
- Maximum Density Divergence for Domain Adaptation, TPAMI 2020, Code release, Cross-domain Adversarial Tight Match☆42Updated 4 years ago
- Code and data for our paper on IEEE-TIE: Integrating Expert Knowledge with Domain Adaptation for Unsupervised Fault Diagnosis☆32Updated last year
- ☆14Updated 2 years ago
- An implementation of Deep Adaptation Network with pytorch☆105Updated 6 years ago
- Open set domain adaptation code DAOD☆23Updated 3 years ago
- Codes for "Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation" in CVPR 2021☆62Updated last year
- Code release for Separate to Adapt: Open Set Domain Adaptation via Progressive Separation (CVPR 2019)☆49Updated 5 years ago
- [TAI 2023] Contrastive Domain Adaptation for Time-Series via Temporal Mixup☆24Updated 5 months ago
- A simple implentment of Maximum Classifier Discrepancy for Unsupervised Domain Adaptation with pytorch☆11Updated 4 years ago
- Implementation of "Dual Mixup Regularized Learning for Adversarial Domain Adaptation" in Pytorch☆11Updated 3 years ago
- DRCN.☆8Updated 5 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
- Unsupervised Multi-source Domain Adaptation Without Access to Source Data (CVPR '21 Oral)☆54Updated 2 years ago
- This work is the official Pytorch implementation of our papers: Source-Free Progressive Graph Learning for Open-Set Domain Adaptation (T…☆22Updated 7 months ago
- PyTorch implementation of DANN (Domain-Adversarial Training of Neural Networks)☆119Updated 9 months ago
- Domain Generalization via Entropy Regularization, NeurIPS'20☆63Updated 3 years ago
- Paper code for An Iterative Resampling Deep Decoupling Domain Adaptation Method for Class-imbalance Bearing Fault Diagnosis Under Variant…☆12Updated last year
- [CVPR2021] Domain Consensus Clustering for Universal Domain Adaptation☆108Updated 2 years ago
- Conditional Contrastive Domain Generalization For Fault Diagnosis☆28Updated last year
- ☆20Updated last year
- Code release for Universal Multi-Source Domain Adaptation for Image Classification (Pattern Recognition)☆13Updated last year
- Published in IEEE Transactions on Artificial Intelligence☆56Updated 3 years ago
- This is the unofficial PyTorch implementation of Domain Generalization with Adversarial Feature Learning.☆16Updated 2 years ago