AI 大模型

视觉大模型 / VLM

视觉语言模型、视觉推理、视觉问答、图文理解和视觉 grounding。

2025-10-29 至 2025-10-29 共收录 3 篇信号源：cs.CV, cs.AI, cs.LG

1. VLM训练与架构 3 篇

2510.24331 2025-10-29 cs.LG cs.CV 81%

What do vision-language models see in the context? Investigating multimodal in-context learning

Gabriel O. dos Santos, Esther Colombini, Sandra Avila

机构 * Instituto de Computação, Universidade Estadual de Campinas (UNICAMP)（计算机学院，Campinas州立大学（UNICAMP））

专题命中 VLM训练与架构：vision-language model(title,abstract)；分类 cs.CV、cs.LG

2510.24214 2025-10-29 cs.CV 70%

SCOPE: Saliency-Coverage Oriented Token Pruning for Efficient Multimodel LLMs

Jinhong Deng, Wen Li, Joey Tianyi Zhou, Yang He

机构 * University of Electronic Science and Technology of China（电子科技大学）； Shenzhen Institute for Advanced Study（深圳先进研究 institute）； CFAR, Agency for Science, Technology and Research (A*STAR)（科技研究局（A*STAR）认知与人工智能研究中心）； IHPC, Agency for Science, Technology and Research (A*STAR)（科技研究局（A*STAR）人工智能中心）

专题命中 VLM训练与架构：LLaVA(abstract)；multimodal large language model(abstract)；分类 cs.CV

Comments NeurIPS 2025

2505.24424 2025-10-29 cs.LG cs.CV 62%

Advancing Compositional Awareness in CLIP with Efficient Fine-Tuning

Amit Peleg, Naman Deep Singh, Matthias Hein

机构 * Tübingen AI Center, University of Tübingen（图宾根人工智能中心，图宾根大学）

专题命中 VLM训练与架构：vision-language model(abstract)；分类 cs.CV、cs.LG

Comments Accepted at NeurIPS 2025