SpringerNLP / Chapter11
Chapter 11: Transfer Learning/Domain Adaptation
☆18Updated 5 years ago
Alternatives and similar repositories for Chapter11:
Users that are interested in Chapter11 are comparing it to the libraries listed below
- Keras version of the MMD-Variational-Autoencoder☆10Updated 5 years ago
- Unsupervised Deep Learning for Temporal Multi-Omics☆24Updated 5 years ago
- Chapter 9: Attention and Memory Augmented Networks☆13Updated 5 years ago
- Demonstration code for missing data imputation using Variational Autoencoders (VAE)☆24Updated 5 years ago
- Multivariate recurrent GANs aimed at generating biomedical time-series. Methodology involves drawing symmetries to adversarial image gene…☆24Updated 5 months ago
- MetaPred: Meta-Learning for Clinical Risk Prediction with Limited Patient Electronic Health Records (KDD 2019)☆48Updated 4 years ago
- Minimum redundancy maximum relevance feature selection approach for temporal gene expression data.☆11Updated 6 years ago
- Multivariate Time Series Classification using Dilated Convolutional Neural Network☆11Updated 5 years ago
- The code for the models described in "Learning Tasks for Multitask Learning: Heterogenous Patient Populations in the ICU" (KDD 2018).☆21Updated 4 years ago
- Hierarchical Transfer Component Analysis and Hierarchical Joint Domian Adaption are implemented in this repository.☆20Updated 6 years ago
- Synthetic Minority Over-sampling Technique☆38Updated 7 years ago
- Unsupervised Domain Adaptation with Moment Alignment Neural Networks (Keras)☆60Updated last year
- Extension of the `Attention Augmented Convolutional Networks` paper for 1-D convolution operation.☆25Updated 5 years ago
- Code for our paper Self Supervised Learning for Semi Supervised Time Series Classification PAKDD 2020☆16Updated 4 years ago
- Multi-directional Recurrent Neural Networks (MRNN) - IEEE TBME 2019☆40Updated 4 years ago
- The code for the cycle wasserstein regression generative adversarial network model for semi supervised bi-directional regression.☆23Updated 6 years ago
- Deep Feature Selection using Teacher Student Network☆43Updated 5 years ago
- ☆19Updated 5 years ago
- Adversarial Attacks on Deep Neural Networks for Time Series Classification☆74Updated 4 years ago
- some examples for time series classification using keras: #1D_CNN #LSTM #Dense #Ensembles☆26Updated 4 years ago
- ☆40Updated last year
- Source code for "Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data" (KDD 2020)☆53Updated 4 years ago
- Generalized Canonical Correlation Analysis☆49Updated 7 years ago
- Python implementation of SimpleMKL algorithm for multi-kernel SVM learning☆11Updated 7 years ago
- Stacked Denoising AutoEncoder☆75Updated 5 years ago
- Predictive Modeling in Urgent Care - A Comparative Study of Machine Learning Approaches☆21Updated 5 years ago
- Modified transformer network utilizing the attention mechanism for time series or any other numerical data. 6.100 project at MIT Media La…☆59Updated 4 years ago
- Methods for generating synthetic minority data for multivariate temporal data to improve classification accuracy.☆14Updated 2 years ago
- Time-Aware Transformer-based Network for Clinical Notes Series Prediction☆23Updated 11 months ago