GALA: Generating Animatable Layered Assets from a Single Scan
Taeksoo Kim, Byungjun Kim, Shunsuke Saito, Hanbyul Joo
2024Year
12Top-tier citations
Abstract
Reposing Layered Decomposition and Canonicalization Novel Human Avatars via Composition Figure 1. GALA. Given a single-layer 3D mesh of a clothed human (left), our approach enables Generation of Animatable Layered Assets for 3D garment transfer and avatar customization in any poses by decomposing and inpainting the geometry and texture of each layer with a pretrained 2D diffusion model in a canonical space.
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Cited by top-tier papers12
- LayGA: Layered Gaussian Avatars for Animatable Clothing TransferSiyou Lin, Zhe Li, Zhaoqi Su, Zerong Zheng et al.SIGGRAPH 2024 · 27 citations
- CineVision: An Interactive Pre-visualization Storyboard System for Director-Cinematographer CollaborationZheng Wei, Hongtao Wu, Lvmin Zhang, Xian Xu et al.UIST 2025 · 8 citations
- Target-Aware Video Diffusion ModelsTaeksoo Kim, Hanbyul JooICLR 2026 · 7 citations
- Durian: Dual Reference Image-Guided Portrait Animation with Attribute TransferHyunsoo Cha, Byungjun Kim, Hanbyul JooICLR 2026 · 2 citations
- HairCUP: Hair Compositional Universal Prior for 3D Gaussian AvatarsByungjun Kim, Shunsuke Saito, Giljoo Nam, Tomas Simon et al.ICCV 2025 · 2 citations
Builds on55
- 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
- Segment AnythingAlexander Kirillov, Eric Mintun, Nikhila Ravi, Hanzi Mao et al.ICCV 2023 · 13,211 citations
- Diffusion Models Beat GANs on Image SynthesisPrafulla Dhariwal, Alexander Quinn NicholNeurIPS 2021 · 13,211 citations
- High-Resolution Image Synthesis with Latent Diffusion ModelsRobin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser et al.CVPR 2022 · 13,123 citations
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