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foundation model priors 1gaussian splatting 1inverse rendering 1material estimation 1sparse multi-view 1

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cs.CV2026

GAINS: Gaussian-based Inverse Rendering from Sparse Multi-View Captures

Patrick Noras, Jun Myeong Choi, Didier Stricker +2

GAINS is a two‑stage inverse‑rendering system that combines Gaussian splatting with foundation‑model priors (depth, normals, segmentation, diffusion) to recover accurate geometry a…