Zhuoyi Yang*

Inf-DiT: Upsampling any-resolution image with memory-efficient diffusion transformer.

"Diffusion models have shown remarkable performance in image generation in recent years. However, due to a quadratic increase in memory during generating ultra-high-resolution images (e.g. 4096 × 4096), the resolution of generated images is often limited to 1024×1024. In this work. we propose a unid…