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title
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2026-02-19 11:13:11
raw text
Control4D Project Page CVPR 2024 Control4D: Efficient 4D Portrait Editing with Text Ruizhi Shao , Jingxiang Sun , Cheng Peng, Zerong Zheng , Boyao Zhou, Hongwen Zhang , Yebin Liu Tsinghua University Given only text instructions, Control4D can achieve high-fidelity and consistent 4D portrait editing. "Jensen Huang is roasting steak." "Mark Zuckerberg is pouring coffee." Abstract We introduce Control4D, an innovative framework for editing dynamic 4D portraits using text instructions. Our method addresses the prevalent challenges in 4D editing, notably the inefficiencies of existing 4D representations and the inconsistent editing effect caused by diffusion-based editors. We first propose GaussianPlanes, a novel 4D representation that makes Gaussian Splatting more structured by applying plane-based decomposition in 3D space and time. This enhances both efficiency and robustness in 4D editing. Furthermore, we propose to leverage a 4D genera...
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