TABLE 1:
A summarization of image-to-image translation tasks and methods. denotes the data used in a single training. denotes the paired data between domains.
Image Translation Task | Representative Methods | Training Data Fixed Domains | Training Data Adding a Domain | Inference |
---|---|---|---|---|
Paired dual-domain I2I | Pix2Pix [4], SPADE [5] | {(, )} | - | |
Unpaired dual-domain I2I | CycleGAN [1], UNIT [2] | {, } | - | |
Unpaired multi-domain I2I | StarGAN [7], [8], DRIT++ [6] | {, , } | {, , , } | , , , , , , |
Latent Anchor (Ours) | {}, {}, {} | {} | , , , X ↔ A, , , |