Pytorch implementation of four neural network based domain adaptation techniques: DeepCORAL, DDC, CDAN and CDAN+E. Evaluated on benchmark dataset Office31.
☆94Sep 29, 2021Updated 5 years ago
Alternatives and similar repositories for Deep-Unsupervised-Domain-Adaptation
Users that are interested in Deep-Unsupervised-Domain-Adaptation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A simple implementation of Deep Domain Confusion: Maximizing for Domain Invariance☆162Dec 1, 2018Updated 7 years ago
- A collection of implementations of deep domain adaptation algorithms☆962Mar 3, 2022Updated 4 years ago
- Implementation of Multi-Adversarial Domain Adaptation (https://arxiv.org/abs/1809.02176) in Pytorch☆18Sep 13, 2021Updated 5 years ago
- [CVPR2022] Official implementation of DALN.☆93Sep 16, 2022Updated 4 years ago
- This is the pytorch demo code for Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain, (PTMDA) (IEEE Transactions on Ima…☆11Apr 15, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Tensorflow deep learning based domain adaptation model implementations with experiment of estimate MNIST by SVHN data (SVHN -> MNIST): DA…☆26Apr 14, 2019Updated 7 years ago
- ☆10Jul 13, 2019Updated 7 years ago
- Code release for Universal Multi-Source Domain Adaptation for Image Classification (Pattern Recognition)☆14Sep 30, 2022Updated 4 years ago
- This is a PyTorch implementation of the Unsupervised Domain Adaptation method proposed in the paper Deep CORAL: Correlation Alignment for…☆60Oct 12, 2018Updated 8 years ago
- Unsupervised Domain Adaptation by Backpropagation☆16Mar 30, 2020Updated 6 years ago
- Deep domain adaptation networks (DDAN) library for Python with TensorFlow.☆77Sep 9, 2019Updated 7 years ago
- Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization☆3,946May 10, 2024Updated 2 years ago
- An implementation of Deep Adaptation Network with pytorch☆114Jun 18, 2018Updated 8 years ago
- Generate custom text files for dataloader within UDA methods☆14May 24, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Classifying Forged vs Authentic using Domain Adaptation across in new domains in unsupervised settings☆15May 6, 2020Updated 6 years ago
- Unsupervised Domain Adaptation by Backpropagation☆45Mar 16, 2023Updated 3 years ago
- A PyTorch implementation for Adversarial Discriminative Domain Adaptation☆495Apr 12, 2022Updated 4 years ago
- ☆49Apr 12, 2021Updated 5 years ago
- PyTorch implementation of DANN (Domain-Adversarial Training of Neural Networks)☆156Dec 3, 2023Updated 2 years ago
- Sensor Fault Diagnosis with Physics Informed Transfer Learning☆14Jan 26, 2022Updated 4 years ago
- 🧠 A PyTorch implementation of 'Deep CORAL: Correlation Alignment for Deep Domain Adaptation.', ECCV 2016☆238Apr 22, 2021Updated 5 years ago
- Another Domain Adaptation library, aimed at researchers.☆105Mar 21, 2025Updated last year
- pytorch implementation of Domain-Adversarial Training of Neural Networks☆949Jul 26, 2019Updated 7 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Source Code for Graph Anomaly Detection with Unsupervised GNNs (ICDM2022)☆11Oct 18, 2022Updated 4 years ago
- This is an implementation of single source multiple target domain adaptation for fault diagnosis☆50Jan 13, 2022Updated 4 years ago
- pytorch implementation for Contrastive Adaptation Network☆348Nov 1, 2020Updated 6 years ago
- Non-IID Transfer Learning on Graphs☆13Jul 4, 2023Updated 3 years ago
- Entropy Minimization vs. Diversity Maximization for Domain Adaptation☆15Feb 9, 2020Updated 6 years ago
- ☆12Apr 16, 2025Updated last year
- Normalized Wasserstein for Mixture Distributions☆11Mar 24, 2023Updated 3 years ago
- The codes of paper "Multi-Source Domain Generalization based Oil Palm Tree Detection using Very-High-Resolution (VHR) Remote Sensing Imag…☆10Mar 26, 2023Updated 3 years ago
- Implementation of Learning to Combine: Knowledge Aggregation for Multi-Source Domain Adaptation (ECCV 2020).☆75May 10, 2022Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- A Two Stage Adaptation Network (TSAN) for remote sensing images classification under single-source-mixed-multiple-target domain adaptatio…☆16Jan 11, 2023Updated 3 years ago
- ☆11Dec 18, 2018Updated 7 years ago
- A MATLAB implementation of Adaptive k-Nearest Neighbor Algorithms called Ada-kNN and Ada-kNN2 (alongside a global weighting scheme for ha…☆16Jun 16, 2018Updated 8 years ago
- This paper studies the problem of cross-network node classification to overcome the insufficiency of labeled data in a single network. It…☆25Apr 5, 2022Updated 4 years ago
- Enhanced Transport Distance for Unsupervised Domain Adaptation☆12Mar 20, 2020Updated 6 years ago
- Official Python3 implementation of our ICML 2021 paper "Unbalanced minibatch Optimal Transport; applications to Domain Adaptation"☆53Sep 6, 2022Updated 4 years ago
- Official code for the CVPR 2021 paper "FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation"☆65Dec 2, 2021Updated 4 years ago
Are these results useful?