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Author

Xiaomin Yu

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Preprint Aug 2026

ToolArtist: Tool-Using Unified Multimodal Models for Agentic Image Generation

Experiments show that placing the entire open-world image-generation process under an agent policy consistently outperforms approaches with fixed pipelines or only partially agent-controlled components.

Jiahao Zhao, Xiao-Min Yu, ZhongXiang Sun et al. · 3 citations
Jul 2026

Structured Evidence Selection for Weakly Supervised Video Anomaly Detection

A Structured Evidence Selection framework (SESAD) that reformulates anomaly detection as a structured reasoning process over clip-level visual evidence and performs context-conditioned selection under scene and action constraints, thereby alleviating semantic entanglement under weak supervision.

Chenglizhao Chen, Tianxiang Nan, Wen Li et al. · 0 citations

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