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#multimodal reasoning

Puzzle Curriculum GRPO for Vision-Centric Reasoning

Intermediate

Ahmadreza Jeddi, Hakki Can Karaimer et al.Dec 16arXiv

This paper teaches vision-language models to reason about pictures using puzzles instead of expensive human labels.

#vision-language models#reinforcement learning#group-relative policy optimization

A4-Agent: An Agentic Framework for Zero-Shot Affordance Reasoning

Intermediate

Zixin Zhang, Kanghao Chen et al.Dec 16arXiv

This paper builds A4-Agent, a smart three-part helper that figures out where to touch or use an object just from a picture and a written instruction, without any extra training.

#affordance prediction#zero-shot learning#vision-language models

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