Preprint
Aug 2026
Dynamic Distribution-Aware Uncertainty Tracking in Vision-Language Representation Learning
A Dynamic Distribution-Aware Uncertainty Quantification framework (DDA-UQ) is proposed that shifts the paradigm from static mapping to a dynamic distribution-aware process and significantly outperforms state-of-the-art methods.
Ao Zhou, Zhiwei Jiang, Zi-Feng Cheng et al.
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