CDPR integrates polarization priors into a diffusion-based monocular depth estimator via shared latent space and adaptive gating, outperforming RGB-only methods in challenging scenes.
Depth anything: Unleashing the power of large-scale unlabeled data,
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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cs.CV 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
A video-only speech-guided system for skull-base surgery segments and tracks instruments to deliver 2.32 mm tool-tip accuracy and rapid 3D model registration.
citing papers explorer
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CDPR: Cross-modal Diffusion with Polarization for Reliable Monocular Depth Estimation
CDPR integrates polarization priors into a diffusion-based monocular depth estimator via shared latent space and adaptive gating, outperforming RGB-only methods in challenging scenes.
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Speak, Segment, Track, Navigate: An Interactive System for Video-Guided Skull-Base Surgery
A video-only speech-guided system for skull-base surgery segments and tracks instruments to deliver 2.32 mm tool-tip accuracy and rapid 3D model registration.