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20242026
most citedGenerative AI Models for Different Steps in Architectural Design: A Literature Review

10 citations · 10 across the 5 of their papers we have counts for

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5 papers

cs.CV2026

Workflow-Aware Structured Layer Decomposition for Illustration Production

Tianyu Zhang, Dongchi Li, Keiichi Sawada +1

Recent generative image editing methods adopt layered representations to mitigate the entangled nature of raster images and improve controllability, typically relying on object-bas…

cs.GR2025

Interactive Drawing Guidance for Anime Illustrations with Diffusion Model

Chuang Chen, Xiaoxuan Xie, Yongming Zhang +2

Creating high-quality anime illustrations presents notable challenges, particularly for beginners, due to the intricate styles and fine details inherent in anime art. We present an…

cs.CV2024

Sketch-Guided Scene Image Generation

Tianyu Zhang, Xiaoxuan Xie, Xusheng Du +1

Text-to-image models are showcasing the impressive ability to create high-quality and diverse generative images. Nevertheless, the transition from freehand sketches to complex scen…

cs.CV2024

TexControl: Sketch-Based Two-Stage Fashion Image Generation Using Diffusion Model

Yongming Zhang, Tianyu Zhang, Haoran Xie

Deep learning-based sketch-to-clothing image generation provides the initial designs and inspiration in the fashion design processes. However, clothing generation from freehand dra…

cs.LG2024★ 10 cited

Generative AI Models for Different Steps in Architectural Design: A Literature Review

Chengyuan Li, Tianyu Zhang, Xusheng Du +2

Recent advances in generative artificial intelligence (AI) technologies have been significantly driven by models such as generative adversarial networks (GANs), variational autoenc…