视觉大模型 / VLM

On-Demand Instructional Material Providing Agent Based on MLLM for Tutoring Support

基于MLLM的按需教学材料提供代理用于辅导支持

Takumi Kato, Masato Kikuchi, Tadachika Ozono

专题命中 其他VLM ：MLLM(title)；multimodal large language model(abstract)

AI总结 本文提出基于多模态大语言模型的代理，用于在一对一辅导中按需提供教学材料，通过分析对话自动检索相关图片，实验显示检索时间减少44.4秒，85.7%的试次提供可接受质量的图片。

Comments The 20th International Conference on E-Service and Knowledge Management (ESKM 2025)

Concepts Learned Visually by Infants Can Contribute to Visual Learning and Understanding in AI Models

婴儿通过视觉学习的概念可以促进AI模型中的视觉学习和理解

Shify Treger, Shimon Ullman

专题命中 其他VLM ：vision-language model(abstract,comments)；分类 cs.AI

AI总结 研究探讨婴儿早期视觉学习概念如何促进AI模型学习，通过比较早期概念与标准深度网络模型，发现早期概念提升学习准确性和效率，改善模型表征和泛化能力。

Comments Significantly extended version of earlier work, with additional experiments, expanded discussion and related work, new experiments with human participants, and broader evaluation across multiple vision-language models