Dream3D: Zero-Shot Text-to-3D Synthesis Using 3D Shape Prior and Text-to-Image Diffusion Models
Jiale Xu, Xintao Wang, Weihao Cheng, Yan-Pei Cao, Ying Shan, Xiaohu Qie, Shenghua Gao
2023Year
72Top-tier citations
Abstract
PureCLIPNeRF Dream3D (Ours) "A park bench overgrown with vines." "A wide screen TV playing The Avengers." "A car is burning." "A lamp imitating sunflower." "The Iron Throne in Game of Thrones."
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Install the CLIlune papers fulltext 7ea4d5ce-3e4a-494b-8193-c9772ac524c6Cited by top-tier papers72
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- SyncDiffusion: Coherent Montage via Synchronized Joint DiffusionsYuseung Lee, Kunho Kim, Hyunjin Kim, Minhyuk SungNeurIPS 2023 · 132 citations
Builds on38
- Learning Transferable Visual Models From Natural Language SupervisionAlec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh et al.ICML 2021 · 47,906 citations
- Denoising Diffusion Probabilistic ModelsJonathan Ho, Ajay Jain, Pieter AbbeelNeurIPS 2020 · 35,902 citations
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- Directly Denoising Diffusion ModelsDan Zhang, Jingjing Wang, Feng LuoICML 2024 · 11,724 citations
- Photorealistic Text-to-Image Diffusion Models with Deep Language UnderstandingChitwan Saharia, William Chan, Saurabh Saxena, Lala Li et al.NeurIPS 2022 · 8,965 citations
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