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cs.CV 1

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2025 1

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REJECT 1

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Distributional Uncertainty for Out-of-Distribution Detection

cs.CV · 2025-07-24 · reject · novelty 3.0

A new loss and uncertainty map built from a Beta posterior network aim to improve out-of-distribution pixel detection for semantic segmentation, but the reported gains are inconsistent and the novelty is limited.

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  • Distributional Uncertainty for Out-of-Distribution Detection cs.CV · 2025-07-24 · reject · none · ref 1

    A new loss and uncertainty map built from a Beta posterior network aim to improve out-of-distribution pixel detection for semantic segmentation, but the reported gains are inconsistent and the novelty is limited.