Domain Adaptation
A list of papers and other resources on domain adaptation
Surveys
- Domain Adaptation for Visual Applications: A Comprehensive Survey (2017), [link]
General
- Deep Domain Confusion: Maximizing for Domain Invariance (2014), [link]
- Domain-Adversarial Neural Networks (2014), [link]
- Unsupervised Domain Adaptation by Backpropagation (2014), [link]
- Domain-Adversarial Training of Neural Networks (2015), [link] [code]
- Learning Transferable Features with Deep Adaptation Networks (2015), [link] [code]
- Revisiting Batch Normalization For Practical Domain Adaptation (2016), [link]
- Deep CORAL: Correlation Alignment for Deep Domain Adaptation (2016), [link] [code] [code]
- Domain Separation Networks (2016), [link] [code]
- Adversarial Discriminative Domain Adaptation (2017), [link] [code] [code]
- Adversarial Dropout Regularization (2017), [link]