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cs.CV2026
Bake It Till You Make It: Ultrafast Spatial Texture-Atlas Splatting
Neel Kelkar, Simon Niedermayr, Kaloian Petkov +2
Neural radiance representations in Gaussian Splatting (GS) deliver high-fidelity color detail but impose substantial rendering overhead from network evaluations. We present a learn…
cs.CV2026
Hybrid Latents: Geometry-Appearance-Aware Surfel Splatting
Neel Kelkar, Simon Niedermayr, Klaus Engel +1
We introduce a hybrid Gaussian-hash-grid radiance representation for reconstructing 2D Gaussian scene models from multi-view images. Similar to NeST splatting, our approach reduces…