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New pipeline creates expressive 3D head avatars at over 100 FPS

Researchers have developed a new pipeline for creating 3D-consistent and expressive head avatars from single images at high speeds. This method addresses the trade-offs between speed, 3D consistency, and expressiveness often seen in portrait animation. By employing an efficient local fusion strategy and decoupling animation from the 3D representation, the system achieves over 100 FPS, offering a significant speedup compared to existing state-of-the-art methods while maintaining comparable animation quality. AI

IMPACT Enables real-time, high-fidelity 3D avatar creation for applications like digital twins and telepresence.

RANK_REASON The cluster contains a research paper detailing a new method for 3D avatar generation. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.CV →

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New pipeline creates expressive 3D head avatars at over 100 FPS

COVERAGE [1]

  1. arXiv cs.CV TIER_1 English(EN) · Kaiwen Jiang, Xueting Li, Seonwook Park, Ravi Ramamoorthi, Shalini De Mello, Koki Nagano ·

    Instant Expressive Gaussian Head Avatars at Over 100 FPS

    arXiv:2512.16893v2 Announce Type: replace Abstract: Portrait animation has witnessed tremendous quality improvements thanks to recent advances in video diffusion models. However, these 2D methods often compromise 3D consistency and speed, limiting their applicability in real-worl…