TAPS3D: Text-Guided 3D Textured Shape Generation from Pseudo Supervision
Jiacheng Wei, Hao Wang, Jiashi Feng, Guosheng Lin, Kim-Hui Yap
2023Year
10Top-tier citations
Abstract
red hatchback car" "a gray armless chair" "a wooden office table" "a black motorbike" Figure 1. Our proposed model is capable of generating detailed textured shapes based on given text prompts. We demonstrate the effectiveness of our approach by showcasing generated results for four distinct object classes: Car, Chair, Table, and Motorbike. Both the textured meshes and geometries are presented, with visualizations rendered using ChimeraX [10].
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Install the CLIlune papers fulltext 7c836396-7c4a-48cb-8291-0a439bf1ab1dCited by top-tier papers10
- One-2-3-45: Any Single Image to 3D Mesh in 45 Seconds without Per-Shape OptimizationMinghua Liu, Chao Xu, Haian Jin, Linghao Chen et al.NeurIPS 2023 · 755 citations
- REACTO: Reconstructing Articulated Objects from a Single VideoChaoyue Song, Jiacheng Wei, Chuan Sheng Foo, Guosheng Lin et al.CVPR 2024 · 7 citations
- UV-free Texture Generation with Denoising and Geodesic Heat DiffusionSimone Foti, Stefanos Zafeiriou, Tolga BirdalNeurIPS 2024 · 5 citations
- Single Mesh Diffusion Models with Field Latents for Texture GenerationThomas W. Mitchel, Carlos Esteves, Ameesh MakadiaCVPR 2024 · 4 citations
- Tera: Rethinking Text-Guided Realistic 3D Avatar GenerationYanwen Wang, Yiyu Zhuang, Jiawei Zhang, Li Wang et al.ICCV 2025 · 2 citations
Builds on30
- Learning Transferable Visual Models From Natural Language SupervisionAlec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh et al.ICML 2021 · 47,906 citations
- High-Resolution Image Synthesis with Latent Diffusion ModelsRobin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser et al.CVPR 2022 · 13,123 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
- Zero-Shot Text-to-Image GenerationAditya Ramesh, Mikhail Pavlov, Gabriel Goh, Scott Gray et al.ICML 2021 · 6,356 citations
- GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion ModelsAlexander Quinn Nichol, Prafulla Dhariwal, Aditya Ramesh, Pranav Shyam et al.ICML 2022 · 4,691 citations
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