Figure 4.

(A and B) Our Aligned Disentangled Generative Adversarial Network model consists of same-domain translation (top and bottom) and cross-domain translation (middle). The content representation () is a tensor with spatial dimensions, while the style representation () is a learned vector by multilayer perceptron from domain label. During same-domain translation, the encoder g_enc embeds an input into the shared content space and the decoder g_dec reconstructs the content to image. Cross-domain translation is performed by swapping content representation.