L2M-GAN: Learning To Manipulate Latent Space Semantics for Facial Attribute Editing

Source Smiling Gender Age Bangs Eyeglasses Figure 1. Attribute editing results by our L2M-GAN on CelebA-HQ. The first column shows the real source images, and each of the other columns shows the results of editing a specific attribute. Each edited image has an attribute value opposite to that of the source one.