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Achieve photorealistic 3D reconstruction from extremely dark images with a new Gaussian Splatting pipeline that leverages luminance guidance.
Task-adapted MRI can now achieve probabilistic inference for uncertainty prediction and adapt to arbitrary sampling ratios in end-to-end optimization, all thanks to a novel information-theoretic approach.
Reconstructing 3D scenes from images obscured by smoke and extreme darkness is now significantly more achievable, thanks to insights gleaned from the NTIRE 2026 challenge.
