Drag your noise: Interactive point-based editing via diffusion semantic propagation

• Main Authors: LIU, Haofeng, XU, Chenshu, YANG, Yifei, ZENG, Lihua, HE, Shengfeng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2024
• Subjects: Point-based interactive editing; Diffusion latent map alterations; Semantic editor; Artificial Intelligence and Robotics; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/9773; https://ink.library.smu.edu.sg/context/sis_research/article/10773/viewcontent/2404.01050v1.pdf
• Institution: Singapore Management University

Point-based interactive editing serves as an essential tool to complement the controllability of existing generative models. A concurrent work, DragDiffusion, updates the diffusion latent map in response to user inputs, causing global latent map alterations. This results in imprecise preservation of...