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Author

Daniel Cremers

2 papers indexed here

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Preprint Sep 2026

VideoReloc: Long-Term Indoor Video Relocalization against a Kilobyte-Scale Semantic Scene Graph

Given a compact semantic scene graph, long-term indoor video relocalization estimates a map-frame trajectory after lighting and furniture changes. Visual methods rely on appearance and become unreliable under these changes; localizing one frame at a time from object classes and geometry instead leaves sparse, ambiguous...

Qian-Ru Li, Xu-Yang Chen, Xu-Qin Wang et al. · 0 citations
#artificial intelligence Preprint Aug 2026

A Calibration Audit of Confidence in Feed-Forward 3D Reconstruction Models

This work shows that the overconfidence appears on unseen scenes even when the model reaches its loss's optimum, andfits a power law on the confidence with two constants per backbone--dataset pair and releases the audit protocol, its results, and the fitted constants per backbone-dataset pair.

Na Deng, Qing Cheng, Niclas Zeller et al. · 0 citations

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