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。

2025-10-09 至 2025-10-09 共收录 4 篇信号源：cs.CV, cs.AI, cs.LG

1. 视觉问答 4 篇

2412.09278 2025-10-09 cs.CV cs.AI 88%

Towards a Multimodal Large Language Model with Pixel-Level Insight for Biomedicine

Xiaoshuang Huang, Lingdong Shen, Jia Liu, Fangxin Shang, Hongxiang Li, Haifeng Huang, Yehui Yang

机构 * Baidu Inc.（百度公司）

专题命中视觉问答：multimodal large language model(title,abstract)；visual question answering(abstract)；grounding(abstract)；MLLM(abstract)

Comments Accepted by AAAI2025

2510.07098 2025-10-09 cs.CL 75%

TALENT: Table VQA via Augmented Language-Enhanced Natural-text Transcription

Guo Yutong, Wanying Wang, Yue Wu, Zichen Miao, Haoyu Wang

机构 * Johns Hopkins University（约翰霍普金斯大学）； Purdue University（普渡大学）； University at Albany（阿尔巴尼大学）

专题命中视觉问答：vision-language model(abstract)；VLM(abstract)；visual question answering(abstract)

2510.06240 2025-10-09 cs.CL cs.AI cs.DB 57%

Knowledge Graph-Guided Multi-Agent Distillation for Reliable Industrial Question Answering with Datasets

Jiqun Pan, Zhenke Duan, Jiani Tu, Anzhi Cheng, Yanqing Wang

机构 * Zhongnan University of Economics and Law（中南财经政法大学）

专题命中视觉问答：grounding(abstract)；分类 cs.AI

Comments 41 pages, 12 figures, 6 tables

2510.04022 2025-10-09 cs.CV 57%

Video-in-the-Loop: Span-Grounded Long Video QA with Interleaved Reasoning

Chendong Wang, Donglin Bai, Yifan Yang, Xiao Jin, Anlan Zhang, Rui Wang, Shiqi Jiang, Yuqing Yang, Hao Wu, Qi Dai, Chong Luo, Ting Cao, Lili Qiu, Suman Banerjee

机构 * University of Wisconsin–Madison（威斯康星大学麦迪逊分校）； Microsoft Research（微软研究院）； Columbia University（哥伦比亚大学）； University of Southern California（南加州大学）； Fudan University（复旦大学）

专题命中视觉问答：grounding(abstract)；分类 cs.CV