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Rectifying Mask via Entropy for Distractor-Free 3DGS in Ambiguous Scenarios

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We present RefineSplat, a systematic framework that effectively constructs transient masks to identify diverse ambiguous distractors. To do this, we qualitatively and quantitatively analyze issues and propose a novel entropy-aware adaptive masking method.

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