AvatarArtist: Open-Domain 4D Avatarization
Hongyu Liu, Xuan Wang, Ziyu Wan, Yue Ma, Jingye Chen, Yanbo Fan, Yujun Shen, Yibing Song, Qifeng Chen
2025Year
10Top-tier citations
Abstract
Figure 1. Gallery of the proposed AvatarArtist. Each row features several triplets, where the first column of each triplet is the source image. The subsequent two images in each triplet are results that follow the pose and expression of the driving image, as demonstrated in the bottom right corner of the first three columns. Specifically, our method is applicable to an open domain, encompassing a diverse range of categories including 3D cartoons, video game characters, sculptures, skulls, etc.
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Cited by top-tier papers10
- EffiVMT: Video Motion Transfer via Efficient Spatial-Temporal Decoupled FinetuningYue Ma, Yulong Liu, Qiyuan Zhu, Xiangpeng Yang et al.ICLR 2026 · 70 citations
- EasyCreator: Empowering 4D Creation through Video InpaintingYue Ma, Kunyu Feng, Xinhua Zhang, Hongyu Liu et al.ICLR 2026 · 47 citations
- Follow-Your-Shape: Shape-Aware Image Editing via Trajectory-Guided Region ControlZeqian Long, Mingzhe Zheng, Kunyu Feng, Xinhua Zhang et al.ICLR 2026 · 29 citations
- ContextFlow: Training-Free Video Object Editing via Adaptive Context EnrichmentYiyang Chen, Xuanhua He, Xiujun Ma, Jack MaAAAI 2026 · 17 citations
- UIKA: Fast Universal Head Avatar from Pose-Free ImagesZijian Wu, Boyao Zhou, Liangxiao Hu, Hongyu Liu et al.CVPR 2026 · 6 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
- High-Resolution Image Synthesis with Latent Diffusion ModelsRobin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser et al.CVPR 2022 · 13,123 citations
- SegFormer: Simple and Efficient Design for Semantic Segmentation with TransformersEnze Xie, Wenhai Wang, Zhiding Yu, Anima Anandkumar et al.NeurIPS 2021 · 9,661 citations
- Emerging Properties in Self-Supervised Vision TransformersMathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou et al.ICCV 2021 · 8,921 citations
- Adding Conditional Control to Text-to-Image Diffusion ModelsLvmin Zhang, Anyi Rao, Maneesh AgrawalaICCV 2023 · 6,759 citations
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