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Achieve 57% lower depth reprojection error and 21% higher cycle inlier ratio for panoramic 3D scene reconstruction by directly modeling Gaussian Opacity Fields on the sphere.
LLMs trained with a novel "second-order rollout" that generates critiques in addition to responses learn more effectively from the same data, unlocking better reasoning.
