anth2o / domain-adaptation
Implementation of a domain adaptation neural networks on the MNIST and SVHN datasets. I implemented this repo for a technical interview for Heuritech and trained it on my GPU back in 2019.
☆19Updated 6 years ago
Alternatives and similar repositories for domain-adaptation:
Users that are interested in domain-adaptation are comparing it to the libraries listed below
- "Unified Deep Supervised Domain Adaptation and Generalization" (ICCV 2017)☆102Updated 5 years ago
- Tensorflow deep learning based domain adaptation model implementations with experiment of estimate MNIST by SVHN data (SVHN -> MNIST): DA…☆27Updated 5 years ago
- Pytorch Implementation of Domain Generalization Using a Mixture of Multiple Latent Domains☆100Updated 3 years ago
- An unofficial PyTorch implementation for CVPR 2019 work "Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation"☆42Updated 5 years ago
- Code for "Adversarial-Learned Loss for Domain Adaptation"(AAAI2020) in PyTorch.☆52Updated last year
- Code release for Discriminative Adversarial Domain Adaptation (AAAI2020).☆117Updated 4 years ago
- Demo code for the MDAN paper.☆122Updated 5 years ago
- Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling☆58Updated 3 years ago
- Code refactoring for paper "Domain Generalization with Adversarial Feature Learning" in VLCS datasets.☆54Updated 5 years ago
- Implementation of paper multi-source distilling domain adaptation☆54Updated 5 years ago
- Joint Domain Alignment and Discriminative Feature Learning for Unsupervised Deep Domain Adaptation(AAAI-2019)☆81Updated 5 years ago
- Official Code of Paper HoMM: Higher-order Moment Matching for Unsupervised Domain Adaptation (AAAI2020)☆44Updated 5 years ago
- This is a PyTorch implementation of the Unsupervised Domain Adaptation method proposed in the paper Deep CORAL: Correlation Alignment for…☆55Updated 6 years ago
- TPAMI2020 "Unsupervised Multi-Class Domain Adaptation: Theory, Algorithms, and Practice"☆75Updated 3 years ago
- ☆16Updated 6 years ago
- Code released for ICML 2019 paper "Bridging Theory and Algorithm for Domain Adaptation".☆135Updated 5 years ago
- ☆56Updated 5 years ago
- Open set domain adaptation☆86Updated 5 years ago
- This code was finished before source code hasn't been released.☆26Updated 5 years ago
- A DIRT-T Approach to Unsupervised Domain Adaptation for Pytorch☆32Updated 5 years ago
- The Pytorch implementation for "Learning to Learn Single Domain Generalization" (CVPR 2020)☆147Updated 4 years ago
- A pytorch implementation of "Domain-Adaptive Few-Shot Learning"☆142Updated 4 years ago
- Discriminative Feature Alignment for Unsupervised Domain Adaptation☆68Updated 3 years ago
- The demo code for the MLDG paper "Learning to Generalize: Meta-Learning for Domain Generalization", https://arxiv.org/abs/1710.03463, htt…☆140Updated 5 years ago
- ☆10Updated 5 years ago
- Code for CVPR-2019 paper "Progressive Feature Alignment for Unsupervised Domain Adaptation"☆31Updated 5 years ago
- Maximum Density Divergence for Domain Adaptation, TPAMI 2020, Code release, Cross-domain Adversarial Tight Match☆44Updated 4 years ago
- Code for 'Open Set Domain Adaptation by Backpropagation'☆74Updated 6 years ago
- Code release for Transferability vs. Discriminability: Batch Spectral Penalization for Adversarial Domain Adaptation (ICML 2019)☆93Updated 5 years ago
- Code for paper "Unsupervised Domain Adaptation using Feature-Whitening and Consensus Loss" (CVPR 2019)☆64Updated 4 years ago