ssamot / DANN-keras
A simple implementation of domain adversarial training with GAN loss in Keras
☆59Updated 6 years ago
Alternatives and similar repositories for DANN-keras:
Users that are interested in DANN-keras are comparing it to the libraries listed below
- A Keras framework for Adversarial Domain Adaptation☆34Updated 4 years ago
- Deep domain adaptation networks (DDAN) library for Python with TensorFlow.☆71Updated 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
- A Tensorflow implementation of paper, Deep CORAL: Correlation Alignment for Deep Domain Adaptation☆41Updated 6 years ago
- Unsupervised Domain Adaptation with Moment Alignment Neural Networks (Keras)☆60Updated last year
- implement Domain-Adversarial Training of Neural Networks☆60Updated 6 years ago
- Domain-Adaptive Recurrent Neural Network for driving manoeuver anticipation, built in Keras☆34Updated 5 years ago
- Unfinished Work: Implementation of Multi-Adversarial Domain Adaptation (https://arxiv.org/abs/1809.02176) in Pytorch☆16Updated 5 years ago
- A simple implementation of Deep Domain Confusion: Maximizing for Domain Invariance☆152Updated 6 years ago
- This is a PyTorch implementation of the Unsupervised Domain Adaptation method proposed in the paper Deep CORAL: Correlation Alignment for…☆53Updated 6 years ago
- Pseudo-Label: Semi-Supervised Learning on CIFAR-10 in Keras☆37Updated 6 years ago
- Keras implementation of a gradient reversal layer for the Tensorflow backend☆91Updated 2 years ago
- DANN in TensorFlow 2.0☆43Updated 2 years ago
- "Unified Deep Supervised Domain Adaptation and Generalization" (ICCV 2017)☆102Updated 4 years ago
- 🧠 A PyTorch implementation of 'Deep CORAL: Correlation Alignment for Deep Domain Adaptation.', ECCV 2016☆230Updated 3 years ago
- Correlation Alignment for Domain Adaptation☆195Updated 8 years ago
- Keras Implementation of adverserial autoencoder (AAE)☆56Updated 5 years ago
- Pytorch implementation of four neural network based domain adaptation techniques: DeepCORAL, DDC, CDAN and CDAN+E. Evaluated on benchmark…☆86Updated 3 years ago
- A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.☆335Updated 3 years ago
- Keras implementation of Domain-Adversarial Training of Neural Networks (DANN)☆12Updated last year
- A PyTorch implementation for Unsupervised Domain Adaptation by Backpropagation☆148Updated 4 years ago
- Domain Adaptive Neural Networks with DJP-MMD☆18Updated 3 years ago
- Transfer Learning from one dataset to another different dataset using Maximum Mean Discrepancy (MMD)☆25Updated 5 years ago
- ResNet-1D and Variable Length Pooling for time series data like speech☆33Updated 6 years ago
- t-sne visualization of mnist images when feature is represented by raw pixels and cnn learned feature☆63Updated 6 years ago
- Demo code for the MDAN paper.☆119Updated 4 years ago
- ☆51Updated 10 years ago
- Code for discriminative joint probability MMD (DJP-MMD)☆45Updated 3 years ago