NoiseCollage: A Layout-Aware Text-to-Image Diffusion Model Based on Noise Cropping and Merging

1 code implementation • 6 Mar 2024 • Takahiro Shirakawa, Seiichi Uchida

The current layout-aware text-to-image diffusion models still have several issues, including mismatches between the text and layout conditions and quality degradation of generated images.

Denoising Text-to-Image Generation

Ambigram Generation by A Diffusion Model

1 code implementation • 21 Jun 2023 • Takahiro Shirakawa, Seiichi Uchida

For example, the pair of 'A' and 'V' shows a high ambigramability (that is, it is easy to generate their ambigrams), and the pair of 'D' and 'K' shows a lower ambigramability.