Zero-shot Pose Transfer for Unrigged Stylized 3D Characters
Jiashun Wang, Xueting Li, Sifei Liu, Shalini De Mello, Orazio Gallo, Xiaolong Wang, Jan Kautz
2023Year
2Top-tier citations
Abstract
Zero-shot pose transfer onto stylized characters Figure 1. Our algorithm transfers the pose of a reference avatar (source) to stylized characters. Unlike existing methods, at training time our approach needs only the mesh of the source avatar in rest and desired pose, and the mesh of the stylized characater only in rest pose.
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Cited by top-tier papers2
- Neural Pose Representation Learning for Generating and Transferring Non-Rigid Object PosesSeungwoo Yoo, Juil Koo, Kyeongmin Yeo, Minhyuk SungNeurIPS 2024 · 6 citations
- MimiCAT: Mimic with Correspondence-Aware Cascade-Transformer for Category-Free 3D Pose TransferZenghao Chai, Chen Tang, Yongkang Wong, Xulei Yang et al.CVPR 2026 · 1 citation
Builds on26
- AMASS: Archive of Motion Capture As Surface ShapesNaureen Mahmood, Nima Ghorbani, Nikolaus F. Troje, Gerard Pons-Moll et al.ICCV 2019 · 1,784 citations
- Test-Time Training with Self-Supervision for Generalization under Distribution ShiftsYu Sun, Xiaolong Wang, Zhuang Liu, John Miller et al.ICML 2020 · 1,220 citations
- Multi-Garment Net: Learning to Dress 3D People From ImagesBharat Lal Bhatnagar, Garvita Tiwari, Christian Theobalt, Gerard Pons-MollICCV 2019 · 447 citations
- Learning Shape Templates With Structured Implicit FunctionsKyle Genova, Forrester Cole, Daniel Vlasic, Aaron Sarna et al.ICCV 2019 · 427 citations
- HuMoR: 3D Human Motion Model for Robust Pose EstimationDavis Rempe, Tolga Birdal, Aaron Hertzmann, Jimei Yang et al.ICCV 2021 · 398 citations
Related papers
- Neural Pose Transfer by Spatially Adaptive Instance NormalizationJiashun Wang, Chao Wen, Yanwei Fu, Haitao Lin et al.CVPR 2020
- Intersection-Free Garment RetargetingZizhou Huang, Chrystiano Araújo, Andrew Kunz, Denis Zorin et al.SIGGRAPH 2025 · 6 citations
- Improving Zero-Shot Voice Style Transfer via Disentangled Representation LearningSiyang Yuan, Pengyu Cheng, Ruiyi Zhang, Weituo Hao et al.ICLR 2021 · 64 citations
- Stylos: Multi-View 3D Stylization with Single-Forward Gaussian SplattingHanzhou Liu, Jia Huang, Mi Lu, Srikanth Saripalli et al.ICLR 2026 · 4 citations
- AvatarArtist: Open-Domain 4D AvatarizationHongyu Liu, Xuan Wang, Ziyu Wan, Yue Ma et al.CVPR 2025
