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Pascal Fua

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Preprint Aug 2026

Flow-Corrected Shape Optimization: Taming Manifold Drift in High-Dimensional 3D Models

A novel optimizer-corrector framework that alternates between gradient steps for objective minimization and guided flow matching to drive the latent state back to the valid shape manifold is introduced, preserving geometric validity without sacrificing expressiveness while remaining computationally feasible on modern 3...

Emilien Seiler, Nicolas Talabot, Ying-Xuan You et al. · 1 citation
Preprint Aug 2026

AvatarDynamizer: From Static to Dynamic Human Avatars via Generative Dynamic Textures

AviationDynamizer is proposed, a generative method that transforms an off-the-shelf static 3D avatar into a controllable, realistic, and multi-view-consistent 4D avatar and outperforms competing generalizable methods in visual fidelity, especially under limited dynamic training data.

Guoxing Sun, Heming Zhu, Linjie Lyu et al. · 0 citations

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