Preprint
Sep 2026
PixelART: Image-to-Layer Decomposition without Latents or Text-to-Image Pretraining
Image-to-layer decomposition converts a flattened image into editable RGBA layers, enabling element-level editing in design workflows. Existing diffusion-based systems typically adapt large pretrained text-to-image (T2I) models and introduce RGBA autoencoders or variable-layer architectural modules. We revisit this des...
Ze-Lin Jia, Zhao Zhang, Zhi-Cong Tang et al.
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