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Author

Pouya Ardekhani

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Jul 2026

MonoVoc: Decoupling Geometry and Semantics for Lightweight Monocular Open-Vocabulary 3D Gaussians

This work presents a novel, training-free pipeline that fundamentally reimagines this paradigm by explicitly decoupling 3D geometric reconstruction from semantic integration, and delivers an order-of-magnitude reduction in memory usage compared to SOTA baselines.

Pouya Ardekhani, Zahra Dehghanian, Morteza Abolghasemi et al. · 0 citations

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