Pytorch implementation of four neural network based domain adaptation techniques: DeepCORAL, DDC, CDAN and CDAN+E. Evaluated on benchmark dataset Office31.
☆94Sep 29, 2021Updated 4 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☆961Mar 3, 2022Updated 4 years ago
- [CVPR2022] Official implementation of DALN.☆93Sep 16, 2022Updated 3 years ago
- 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
- Unsupervised Domain Adaptation by Backpropagation☆16Mar 30, 2020Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- This is an implementation of “Domain Adaptation for Fault Diagnosis on CWRU Dataset"☆15Oct 15, 2021Updated 4 years ago
- python 3 pytorch implementation of DANN☆576Jun 15, 2022Updated 4 years ago
- Deep domain adaptation networks (DDAN) library for Python with TensorFlow.☆77Sep 9, 2019Updated 6 years ago
- ☆12Dec 4, 2024Updated last year
- An implementation of Deep Adaptation Network with pytorch☆114Jun 18, 2018Updated 8 years ago
- Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization☆3,931May 10, 2024Updated 2 years ago
- Unsupervised Domain Adaptation by Backpropagation☆45Mar 16, 2023Updated 3 years ago
- Classifying Forged vs Authentic using Domain Adaptation across in new domains in unsupervised settings☆15May 6, 2020Updated 6 years ago
- ☆24Jul 30, 2022Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Sensor Fault Diagnosis with Physics Informed Transfer Learning☆14Jan 26, 2022Updated 4 years ago
- ☆49Apr 12, 2021Updated 5 years ago
- This is an implementation of single source multiple target domain adaptation for fault diagnosis☆50Jan 13, 2022Updated 4 years ago
- pytorch implementation of Domain-Adversarial Training of Neural Networks☆951Jul 26, 2019Updated 7 years ago
- 🧠 A PyTorch implementation of 'Deep CORAL: Correlation Alignment for Deep Domain Adaptation.', ECCV 2016☆237Apr 22, 2021Updated 5 years ago
- A PyTorch implementation for Adversarial Discriminative Domain Adaptation☆494Apr 12, 2022Updated 4 years ago
- A collection of implementations of adversarial domain adaptation algorithms☆645Sep 21, 2021Updated 4 years ago
- Normalized Wasserstein for Mixture Distributions☆11Mar 24, 2023Updated 3 years ago
- pytorch implementation for Contrastive Adaptation Network☆348Nov 1, 2020Updated 5 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.
- Code release for Universal Multi-Source Domain Adaptation for Image Classification (Pattern Recognition)☆14Sep 30, 2022Updated 3 years ago
- Code is final 4th year project showing how machine learning can be used to predict the remaining useful life of IGBTs with power systems.☆15Mar 19, 2022Updated 4 years ago
- Unsupervised Domain Adaptation Papers and Code☆765Sep 18, 2021Updated 4 years ago
- Implementation of Learning to Combine: Knowledge Aggregation for Multi-Source Domain Adaptation (ECCV 2020).☆75May 10, 2022Updated 4 years ago
- Another Domain Adaptation library, aimed at researchers.☆106Mar 21, 2025Updated last year
- Official Python3 implementation of our ICML 2021 paper "Unbalanced minibatch Optimal Transport; applications to Domain Adaptation"☆53Sep 6, 2022Updated 3 years ago
- Entropy Minimization vs. Diversity Maximization for Domain Adaptation☆15Feb 9, 2020Updated 6 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
- 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
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆11Dec 18, 2018Updated 7 years ago
- Pytorch implementation of the paper: "Conditional Adversarial Domain Generalization With a Single Discriminator for Bearing Fault Diagnos…☆40Jan 13, 2022Updated 4 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
- Official code for the CVPR 2021 paper "FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation"☆65Dec 2, 2021Updated 4 years ago
- The introduction and code implementation of the paper "Transfer Feature Learning with Joint Distribution Adaptation"☆13May 6, 2020Updated 6 years ago
- Enhanced Transport Distance for Unsupervised Domain Adaptation☆12Mar 20, 2020Updated 6 years ago
- Code release for Discriminative Adversarial Domain Adaptation (AAAI2020).☆120Apr 9, 2020Updated 6 years ago