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Author

Ranga Rodrigo

2 papers indexed here

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Preprint Oct 2026

Frame-Consistent Feed-Forward 3D Gaussian Splatting from Sparse Unposed Images

Feed-forward Gaussian models have made novel view synthesis almost instantaneous. Feed-forward methods predict Gaussians directly, either in two stages or in a single merged pass. Using two separately trained models is attractive because each can specialize in its own objective: one for accurate pose estimation and the...

Viruthshaan Vinasirajan, Ranga Rodrigo · 0 citations
Preprint Aug 2026

CL4D: Contrastive Language-4D Pretraining for Vision-Language Reasoning in Dynamic Scenes

CL4D is the first foundational 4D vision encoder that directly operates on dynamic point clouds, trained with a contrastive learning objective to align spatio-temporal geometric representations with natural language descriptions, and 4DVLM, a 4D vision-language model that conditions language generation on dynamic geome...

K. Hewagamage, I. Senavirathne, S. Amarasinghe et al. · 0 citations

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