视觉大模型 / VLM

When Eyes and Ears Disagree: Can MLLMs Discern Audio-Visual Confusion?

Qilang Ye, Wei Zeng, Meng Liu, Jie Zhang, Yupeng Hu, Zitong Yu, Yu Zhou

专题命中 视觉问答 ：visual reasoning(abstract)；visual question answering(abstract)；multimodal large language model(abstract)；MLLM(abstract)

Comments Accepted by AAAI 2026

Mined Prompting and Metadata-Guided Generation for Wound Care Visual Question Answering

Bavana Durgapraveen, Sornaraj Sivasankaran, Abhinand Balachandran, Sriram Rajkumar

机构 * EXL Health AI Lab at MEDIQA-WV 2025（EXL健康AI实验室） 纠错

专题命中 视觉问答 ：visual question answering(title)；分类 cs.AI

Comments 2 figures, 11 pages

Retrieval-Augmented Generation for Reliable Interpretation of Radio Regulations

Zakaria El Kassimi, Fares Fourati, Mohamed-Slim Alouini

机构 * KAUST（卡斯泰尔大学） 纠错

专题命中 视觉问答 ：grounding(abstract)；分类 cs.AI、cs.LG

Comments 12 pages, 7 figures, AI4NextG @ NeurIPS 2025

Remember Me: Bridging the Long-Range Gap in LVLMs with Three-Step Inference-Only Decay Resilience Strategies

Peng Gao, Yujian Lee, Xiaofeng Zhang, Zailong Chen, Hui Zhang

专题命中 视觉问答 ：vision-language model(abstract)；分类 cs.CV

Comments Accepted in AAAI 2026

TSPO: Temporal Sampling Policy Optimization for Long-form Video Language Understanding

Canhui Tang, Zifan Han, Hongbo Sun, Sanping Zhou, Xuchong Zhang, Xin Wei, Ye Yuan, Huayu Zhang, Jinglin Xu, Hao Sun

专题命中 视觉问答 ：multimodal large language model(abstract)；分类 cs.CV

Comments Accepted by AAAI 2026