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C. Maduabuchi

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#machine learning Preprint Sep 2026

Panoptic Scene Program Diffusion Transformer

Modern text-to-image models produce high-fidelity images but still struggle with compositional prompts that require instance identity, attribute ownership, counting, spatial ordering, and role-sensitive relations. We introduce Panoptic Scene Program Diffusion Transformer (PSP-DiT), a diffusion-transformer architecture...

C. Maduabuchi · 0 citations