Instant3D: Instant Text-to-3D Generation

• Main Authors: LI, Ming, ZHOU, Pan, LIU, Jia-Wei, KEPPO, Jussi, LIN, Min, YAN, Shuicheng, XU, Xiangyu
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2024
• Subjects: Large-scale generative models; Neural radiance fields; Text-to-3D generation; Graphics and Human Computer Interfaces; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/8816; https://ink.library.smu.edu.sg/context/sis_research/article/9819/viewcontent/Instant3D_av.pdf
• Institution: Singapore Management University

Text-to-3D generation has attracted much attention from the computer vision community. Existing methods mainly optimize a neural field from scratch for each text prompt, relying on heavy and repetitive training cost which impedes their practical deployment. In this paper, we propose a novel framewor...