most citedOutlier detection in mixed-attribute data: a semi-supervised approach with fuzzy approximations and relative entropy

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cs.CV2025

VDC-Agent: When Video Detailed Captioners Evolve Themselves via Agentic Self-Reflection

Qiang Wang, Xinyuan Gao, Yuhang He +5

Existing Video Detailed Captioning (VDC) methods predominantly rely on costly human annotations or distillation from powerful proprietary models, creating a dependency on external…