作者位次 #3/8ECCV 2026Poster
TransVLM: A Vision-Language Framework and Benchmark for Detecting Any Shot Transitions
Ce Chen · Yi Ren · Yuanming Li · Viktor Goriachko · Zhenhui Ye · Zujin Guo · Zhibin Hong · Mingming Gong
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Ce Chen · Yi Ren · Yuanming Li · Viktor Goriachko · Zhenhui Ye · Zujin Guo · Zhibin Hong · Mingming Gong
Pollawat Hongwimol · Haoning Shang · Chutong Wang · Zhichao Wan · Yi Gao · Yuanming Li · Lin Gui · Wenhao SUN · Cheng Yu
Product attribute extraction in e-commerce is bottlenecked by ontologies that are inconsistent, incomplete, and costly to maintain. We present AutoPKG, a multi-agent Large Language Model (LLM) framework that automatically constructs a Product-attribute Knowledge Graph (PKG) from multimodal produc...