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Y. Ranasinghe

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Jun 2026

Open-Vocabulary and Referring Segmentation for 3D Gaussians Using 2D Detectors

GaussDet is presented, a method that circumvents the need for dense CLIP features by leveraging discrete, open-vocabulary 2D object detectors with referring expression capabilities and achieves a substantial 16.7% mIoU improvement in referential grounding within a strict zero-shot setting.

Jameel Hassan, Y. Ranasinghe, Vishal M. Patel · 0 citations