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ICLR 2026Blog Track PosterAccept (Poster)

From U-Nets to DiTs: The Architectural Evolution of Text-to-Image Diffusion Models (2021–2025)

Zhenyuan Chen, Zechuan Zhang, Feng Zhang

Zhejiang University

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摘要

A comprehensive analysis of how diffusion model architectures evolved from U-Net backbones to Diffusion Transformers, transforming text-to-image generation capabilities. .