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RaysUp: Ultra-light Universal Feature Upsampling via Geometry-Aware Ray Representation

Hugging Face Daily Papers · 2026-06-22 Cached

RaysUp is an ultra-lightweight, task-agnostic feature upsampling framework that uses geometry-aware ray domain techniques to reconstruct high-resolution features from low-resolution VFM outputs, achieving state-of-the-art performance with 84% fewer parameters than prior work and 7x faster inference.

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