asahi417 / DeepDomainAdaptationLinks
Tensorflow deep learning based domain adaptation model implementations with experiment of estimate MNIST by SVHN data (SVHN -> MNIST): DANN (domain-adversarial neural network), Deep JDOT (joint distribution optimal transportation)
☆26Updated 6 years ago
Alternatives and similar repositories for DeepDomainAdaptation
Users that are interested in DeepDomainAdaptation are comparing it to the libraries listed below
Sorting:
- This code was finished before source code hasn't been released.☆26Updated 5 years ago
- Visual Domain Adaptation with Manifold Embedded Distribution Alignment (ACM MM'18)☆21Updated 6 years ago
- A simple implementation of Deep Domain Confusion: Maximizing for Domain Invariance☆156Updated 6 years ago
- This is the repository to reproduce the experiments of the IJCAI 2020 paper "Metric Learning in Optimal Transport for Domain Adaptation"☆22Updated 5 years ago
- Joint Domain Alignment and Discriminative Feature Learning for Unsupervised Deep Domain Adaptation（AAAI-2019）☆83Updated 5 years ago
- Deep domain adaptation networks (DDAN) library for Python with TensorFlow.☆72Updated 5 years ago
- Implementation of paper multi-source distilling domain adaptation☆55Updated 5 years ago
- Multiple Source Domain Adaptation with Adversarial Learning☆22Updated 5 years ago
- Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling☆59Updated 3 years ago
- Code for UAI 2019 paper "Domain Generalization via Multidomain Discriminant Analysis"☆14Updated 5 years ago
- ☆51Updated 10 years ago
- An implementation of Deep Adaptation Network with pytorch☆112Updated 7 years ago
- Pytorch implementation of Domain Separation Networks☆152Updated 6 years ago
- Domain Aggregation Networks☆22Updated 5 years ago
- Code released for ICML 2019 paper "Bridging Theory and Algorithm for Domain Adaptation".☆138Updated 6 years ago
- Maximum Density Divergence for Domain Adaptation, TPAMI 2020, Code release, Cross-domain Adversarial Tight Match☆45Updated 5 years ago
- Open set domain adaptation☆86Updated 5 years ago
- Demo code for the MDAN paper.☆124Updated 5 years ago
- Code refactoring for paper "Domain Generalization with Adversarial Feature Learning" in VLCS datasets.☆56Updated 5 years ago
- Open-set Recognition with Adversarial Autoencoders☆38Updated 6 years ago
- "Unified Deep Supervised Domain Adaptation and Generalization" (ICCV 2017)☆104Updated 5 years ago
- Code for discriminative joint probability MMD (DJP-MMD)☆45Updated 3 years ago
- An unofficial PyTorch implementation for CVPR 2019 work "Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation"☆44Updated 5 years ago
- This is an implementation of the Extreme Value Machine by Rudd et al., with minor changes from the original work.☆51Updated 6 years ago
- Transfer Learning☆10Updated 6 years ago
- A Unified Framework for Metric Transfer Learning☆17Updated 7 years ago
- Pytorch code for “Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment ” (DRMEA) (AAAI 2020).☆32Updated 4 years ago
- Code release for Separate to Adapt: Open Set Domain Adaptation via Progressive Separation (CVPR 2019)☆60Updated 5 years ago
- Pytorch implementation of four neural network based domain adaptation techniques: DeepCORAL, DDC, CDAN and CDAN+E. Evaluated on benchmark…☆91Updated 3 years ago
- Implementation of a domain adaptation neural networks on the MNIST and SVHN datasets. I implemented this repo for a technical interview f…☆19Updated 6 years ago