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GapFill transforms the tedious task of filling unpainted gaps in anime colorization, significantly enhancing both speed and usability for professional artists.
By strategically dropping "anchor" Gaussians and their neighbors, DropAnSH-GS overcomes the limitations of naive dropout in 3D Gaussian Splatting, leading to more robust and globally informed scene representations under sparse-view conditions.