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Author

Alain Pagani

2 papers indexed here

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Preprint Oct 2026

SERO: Semantic Prediction for Single-Step Object Removal

The proposed SERO model predicts a hidden-region semantic prior in embedding space, which guides a latent bridge-matching generator toward plausible scene completion by providing both where to edit and what structure is likely to exist behind the removed object.

Amreen Hasheem Siraj, A. Javanmardi, Pragati Jaiswal et al. · 0 citations
Aug 2026

Multi-View Face and Gesture Animation with Dynamic Gaussians

Creating photorealistic 3D human avatars with realistic upper-body motion remains challenging. Existing approaches either focus on the head and overlook hand gestures, or reconstruct the full body but fail to preserve fine-grained facial fidelity and hand pose accuracy. As a result, current methods struggle to capture...

A. Javanmardi, Vippin Kumar Jeetmal, Christen Millerdurai et al. · 0 citations

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