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HF Daily Papers · Papers

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

Pre-trained Vision Foundation Models (VFMs) have become central to modern computer vision due to their powerful semantic representations and strong generalization ability. However, their patchified or pooled outputs are inherently low-resolution, limiting their effectiveness in tasks requiring fine-