作者位次 #2/6CVPR 2026Poster· Computer Vision & Pattern Recognition
PointThinker: Point-Incentivized Parallel Thinking for Multimodal Large Language Model
Zhengdong Hu · Chao Wang · Fengyun Rao · Jing LYU · Hehe Fan · Yi Yang
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Zhengdong Hu · Chao Wang · Fengyun Rao · Jing LYU · Hehe Fan · Yi Yang
Chao Wang · Hehe Fan · Huichen Yang · Sarvnaz Karimi · Lina Yao · Yi Yang
Real-world document question-answering that relies on screenshots, such as bills and forms, requires evidence that is often spatially localised and visually cluttered. However, most Screenshot Language Models (SLMs) encode the entire page holistically and rely on implicit attention to ''find'' re...