ajgallego / DANN
Keras implementation of Domain-Adversarial Training of Neural Networks (DANN)
☆12Updated last year
Alternatives and similar repositories for DANN:
Users that are interested in DANN are comparing it to the libraries listed below
- Deep domain adaptation networks (DDAN) library for Python with TensorFlow.☆71Updated 5 years ago
- A simple implementation of domain adversarial training with GAN loss in Keras☆59Updated 6 years ago
- Pytorch implementation of four neural network based domain adaptation techniques: DeepCORAL, DDC, CDAN and CDAN+E. Evaluated on benchmark…☆81Updated 3 years ago
- DANN in TensorFlow 2.0☆43Updated 2 years ago
- This is a PyTorch implementation of the Unsupervised Domain Adaptation method proposed in the paper Deep CORAL: Correlation Alignment for…☆51Updated 6 years ago
- Record my work in transfer learning during my postgraduate period.☆46Updated 6 months ago
- Visual Domain Adaptation with Manifold Embedded Distribution Alignment (ACM MM'18)☆20Updated 5 years ago
- A simple implementation of Deep Domain Confusion: Maximizing for Domain Invariance☆150Updated 5 years ago
- Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling☆54Updated 2 years ago
- Tensorflow deep learning based domain adaptation model implementations with experiment of estimate MNIST by SVHN data (SVHN -> MNIST): DA…☆26Updated 5 years ago
- Code for UAI 2019 paper "Domain Generalization via Multidomain Discriminant Analysis"☆12Updated 5 years ago
- Semi-supervised variational autoencoder for survival prediction☆14Updated 11 months ago
- PyTorch implementation of DANN (Domain-Adversarial Training of Neural Networks)☆125Updated 11 months ago
- Multiple Source Domain Adaptation with Adversarial Learning☆20Updated 4 years ago
- Wasserstein Based Domain Adaptation Model☆46Updated 5 years ago
- Implementation of "MixMatch: A Holistic Approach to Semi-Supervised Learning" in TensorFlow 2.0☆12Updated 5 years ago
- pytorch implementation of transformer for 1D data☆40Updated 2 years ago
- Implementation of paper multi-source distilling domain adaptation☆52Updated 4 years ago
- Code for discriminative joint probability MMD (DJP-MMD)☆44Updated 3 years ago
- ☆18Updated 2 years ago
- A Keras framework for Adversarial Domain Adaptation☆34Updated 4 years ago
- Unsupervised Domain Adaptation by Backpropagation☆37Updated last year
- Domain Aggregation Networks☆21Updated 4 years ago
- Source code for "Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data" (KDD 2020)☆52Updated 4 years ago
- This is the repository to reproduce the experiments of the IJCAI 2020 paper "Metric Learning in Optimal Transport for Domain Adaptation"☆22Updated 4 years ago
- Cross Domain Structure Preserving Projection for Heterogeneous Domain Adaptation☆14Updated last year
- An implementation of Deep Adaptation Network with pytorch☆108Updated 6 years ago
- Joint Domain Alignment and Discriminative Feature Learning for Unsupervised Deep Domain Adaptation（AAAI-2019）☆81Updated 4 years ago
- Tensorflow implementation of "Deep sparse representation-based classification"☆44Updated 5 years ago