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All SourcesarXiv
#QwenVL

MetaphorStar: Image Metaphor Understanding and Reasoning with End-to-End Visual Reinforcement Learning

Intermediate
Chenhao Zhang, Yazhe Niu et al.Feb 11arXiv

Pictures can hide deeper meanings, like a wilted plant meaning someone feels burned out; most AI models miss these hints.

#image metaphor understanding#image implication#visual reinforcement learning

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SAMTok: Representing Any Mask with Two Words

Intermediate
Yikang Zhou, Tao Zhang et al.Jan 22arXiv

SAMTok turns any object’s mask in an image into just two special “words” so language models can handle pixels like they handle text.

#SAMTok#mask tokenizer#residual vector quantization

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