Injection Without Distortion: Geometrically Constrained Knowledge Enhancement for Vision-Language Models

Zhongze Wu, Xiu Su, Feng Yang, Shan You, Jun Long, Yueyi Luo. Injection Without Distortion: Geometrically Constrained Knowledge Enhancement for Vision-Language Models. In Sven Koenig, Chad Jenkins, Matthew E. Taylor, editors, Fortieth AAAI Conference on Artificial Intelligence, Thirty-Eighth Conference on Innovative Applications of Artificial Intelligence, Sixteenth Symposium on Educational Advances in Artificial Intelligence, AAAI 2026, Singapore, January 20-27, 2026. pages 10897-10905, AAAI Press, 2026. [doi]

Authors

Zhongze Wu

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Xiu Su

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Feng Yang

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Shan You

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Jun Long

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Yueyi Luo

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