Siyuan Bian
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126
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Vision×1AI×1
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2026
Modeling Depth Ambiguity: A Mixture-Density Representation for Flying-Point-Free Depth Estimation
The paper introduces a Mixture-Density Representation (MDA) to model depth ambiguity, effectively eliminating 'flying-point' artifacts at object boundaries by allowing pixels to predict multiple possible depths.
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