Human-Corrected Labels Learning: Enhancing Labels Quality via Human Correction of VLMs Discrepancies

Zhongnian Li, Lan Chen, Yixin Xu, Shi Xu, Xinzheng Xu. Human-Corrected Labels Learning: Enhancing Labels Quality via Human Correction of VLMs Discrepancies. 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 23346-23354, AAAI Press, 2026. [doi]

Abstract

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