视觉大模型 / VLM

LeAdQA: LLM-Driven Context-Aware Temporal Grounding for Video Question Answering

Xinxin Dong, Baoyun Peng, Haokai Ma, Yufei Wang, Zixuan Dong, Fei Hu, Xiaodong Wang

专题命中 视觉问答 ：grounding(title,abstract)；MLLM(abstract)；分类 cs.CV、cs.AI

V-RoAst: Visual Road Assessment. Can VLM be a Road Safety Assessor Using the iRAP Standard?

Natchapon Jongwiriyanurak, Zichao Zeng, June Moh Goo, Xinglei Wang, Ilya Ilyankou, Kerkritt Sriroongvikrai, Nicola Christie, Meihui Wang, Huanfa Chen, James Haworth

机构 * University College London（伦敦大学学院） ； Chulalongkorn University（朱拉隆梭大学） 纠错

专题命中 视觉问答 ：VLM(title)；vision-language model(abstract)；visual question answering(abstract)；分类 cs.CV、cs.AI

Adversarial Attacks on VQA-NLE: Exposing and Alleviating Inconsistencies in Visual Question Answering Explanations

Yahsin Yeh, Yilun Wu, Bokai Ruan, Honghan Shuai

机构 * National Yang Ming Chiao Tung University（阳明大学） 纠错

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

Q-FSRU: Quantum-Augmented Frequency-Spectral Fusion for Medical Visual Question Answering

Rakesh Thakur, Yusra Tariq

机构 * Amity Centre for Artificial Intelligence, Amity University, Noida（阿米蒂人工智能中心，阿米蒂大学，诺伊达） 纠错

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

Comments 8 pages, 4 figures Submitted to AAAI 26

LMAD: Integrated End-to-End Vision-Language Model for Explainable Autonomous Driving

Nan Song, Bozhou Zhang, Xiatian Zhu, Jiankang Deng, Li Zhang

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

Comments 7 pages, 4 figures,

Checkmate: interpretable and explainable RSVQA is the endgame

Lucrezia Tosato, Christel Tartini Chappuis, Syrielle Montariol, Flora Weissgerber, Sylvain Lobry, Devis Tuia

专题命中 视觉问答 ：visual reasoning(abstract)；visual question answering(abstract)；分类 cs.CV

Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering

Gongyao Jiang, Qiong Luo

机构 * The Hong Kong University of Science 纠错

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

Comments Accepted to CIKM 2025

Stable Diffusion-Based Approach for Human De-Occlusion

Seung Young Noh, Ju Yong Chang

机构 * Kwangwoon University（韩国成均馆大学） 纠错

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

Comments MM 2025

VELVET-Med: Vision and Efficient Language Pre-training for Volumetric Imaging Tasks in Medicine

Ziyang Zhang, Yang Yu, Xulei Yang, Si Yong Yeo

机构 * MedVisAI Lab Department of ECE Northwestern University（MedVisAI实验室 电子工程系 西北大学） ； Institute for Infocomm Research (I 2 R) A*STAR, Singapore（信息与通信研究所（I 2 R）A*STAR，新加坡） ； MedVisAI Lab Lee Kong Chian School of Medicine, Nanyang Technological University（MedVisAI实验室 李科田医学院，南洋理工大学） 纠错

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

Learn 3D VQA Better with Active Selection and Reannotation

Shengli Zhou, Yang Liu, Feng Zheng

机构 * Southern University of Science and Technology（南方科技大学） ； Wangxuan Institute of Computer Technology, Peking University（北京大学王瑄计算机技术研究所） 纠错

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

Comments 13 pages, 16 figures, accepted by ACM MM 2025

Adaptively Clustering Neighbor Elements for Image-Text Generation

Zihua Wang, Xu Yang, Hanwang Zhang, Haiyang Xu, Ming Yan, Fei Huang, Yu Zhang

机构 * School of Computer Science and Engineering, Nanyang Technological University（计算机科学与工程学院，南洋理工大学） ； DAMO Academy, Alibaba Group（达摩院，阿里巴巴集团） 纠错

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

Comments This work has been accepted by IEEE Transactions on Multimedia