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. Author manuscript; available in PMC: 2024 Oct 1.
Published in final edited form as: IEEE Trans Pattern Anal Mach Intell. 2023 Sep 5;45(10):11707–11719. doi: 10.1109/TPAMI.2023.3287774

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 X Inference
Paired dual-domain I2I Pix2Pix [4], SPADE [5] {(A, B)} - AB
Unpaired dual-domain I2I CycleGAN [1], UNIT [2] {A, B} - AB
Unpaired multi-domain I2I StarGAN [7], [8], DRIT++ [6] {A, B, C} {A, B, C, X} A, B, C, XA, B, C, X
Latent Anchor (Ours) {A}, {B}, {C} {X} A, B, C, X ↔ A, B, C, X