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LocalBins: Improving depth estimation by learning local dis- tributions

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cs.CV 1

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2024 1

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CONDITIONAL 1

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Scalable Autoregressive Monocular Depth Estimation

cs.CV · 2024-11-18 · conditional · novelty 6.0

An autoregressive transformer that predicts depth maps in low-to-high resolution steps with recursively refined depth bins achieves state-of-the-art monocular depth accuracy on KITTI and NYU Depth v2.

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  • Scalable Autoregressive Monocular Depth Estimation cs.CV · 2024-11-18 · conditional · none · ref 5

    An autoregressive transformer that predicts depth maps in low-to-high resolution steps with recursively refined depth bins achieves state-of-the-art monocular depth accuracy on KITTI and NYU Depth v2.