Domain Adaptive Neural Networks for Object Recognition

Muhammad Ghifary, W. Bastiaan Kleijn, Mengjie Zhang

We propose a simple neural network model to deal with the domain adaptation problem in object recognition. Our model incorporates the Maximum Mean Discrepancy (MMD) measure as a re…