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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Kunyi Zhu

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Open access Aug 2026

SAD-ReID: Semantically-anchored dynamics for unsupervised vehicle re-identification

A novel Semantically-Anchored Dynamics (SAD-ReID) framework that exploits the viewpoint-invariant stability of text-induced semantic knowledge derived from Vision-Language Models to enforce text-visual semantic consistency throughout the evolutionary training process.

Yun Jiang, Kunyi Zhu, Tao Sun · 0 citations

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