Author

Yuhan Wang

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#machine learning Preprint Sep 2026

Hierarchical Response Preservation for Continual Adaptation of Zero-Shot Graph-Text Models

Hierarchical Response Preservation (HiRP) is proposed, a hierarchical response that keeps each historical-class probability and sums new-class probabilities, preserving historical distinctions and aggregate competition while allowing distinctions within the new class group to adapt.

Haopeng Zhang, Yu-Han Wang, Yu-Bing Su et al. · 0 citations

Preprint Jul 2026

Let RGB Be the Language of Vision

This work introduces a unified formulation for vision models, where diverse forms of visual information beyond natural images, such as masks, depth maps, and other structured visual signals, are all represented as RGB images, while general visual tasks can be converted into a common RGB-to-RGB image editing problem. In...

Ti-Ming Yang, Jinrui Yang, Xinlong Li et al. · 0 citations