Rethinking the Truly Unsupervised Image-to-Image Translation

Understand

Every recent image-to-image translation model inherently requires either image-level (i.e.

• input-output pairs) or set-level (i.e.
• domain labels) supervision.
• However, even set-level supervision can be a severe bottleneck for data collection in practice.