视觉大模型 / VLM

Freeze and Reveal: Exposing Modality Bias in Vision-Language Models

Vivek Hruday Kavuri, Vysishtya Karanam, Venkata Jahnavi Venkamsetty, Kriti Madumadukala, Lakshmipathi Balaji Darur, Ponnurangam Kumaraguru

机构 * IIIT Hyderabad 纠错

专题命中 幻觉与鲁棒性 ：vision-language model(title)；vision language model(abstract)；分类 cs.CV、cs.AI

What Makes "Good" Distractors for Object Hallucination Evaluation in Large Vision-Language Models?

Ming-Kun Xie, Jia-Hao Xiao, Gang Niu, Lei Feng, Zhiqiang Kou, Min-Ling Zhang, Masashi Sugiyama

机构 * Center for Advanced Intelligence Project, RIKEN（先进智能项目中心，日本理化学研究所） ； Southeast University（东南大学） ； The University of Tokyo（东京大学） 纠错

专题命中 幻觉与鲁棒性 ：vision-language model(title,abstract)；分类 cs.CV、cs.LG

Beauty and the Bias: Exploring the Impact of Attractiveness on Multimodal Large Language Models

Aditya Gulati, Moreno D'Incà, Nicu Sebe, Bruno Lepri, Nuria Oliver

专题命中 幻觉与鲁棒性 ：multimodal large language model(title,abstract)

Comments 39 pages, 4 figures, 33 tables; Accepted for publication at the Eighth AAAI/ACM Conference on AI, Ethics and Society (AIES 2025) (https://www.aies-conference.com/2025/)

Grasp-HGN: Grasping the Unexpected

Mehrshad Zandigohar, Mallesham Dasari, Gunar Schirner

专题命中 幻觉与鲁棒性 ：vision language model(abstract)；LLaVA(abstract)；分类 cs.AI、cs.LG

Comments Paper accepted at ACM Transactions on Embedded Computing Systems

Learning Adaptive Dexterous Grasping from Single Demonstrations

Liangzhi Shi, Yulin Liu, Lingqi Zeng, Bo Ai, Zhengdong Hong, Hao Su

机构 * University of California, San Diego（加州大学圣地亚哥分校） ； Tsinghua University（清华大学） ； Hillbot 纠错

专题命中 幻觉与鲁棒性 ：vision-language model(abstract)；VLM(abstract)；分类 cs.AI、cs.LG

ArtiMuse: Fine-Grained Image Aesthetics Assessment with Joint Scoring and Expert-Level Understanding

Shuo Cao, Nan Ma, Jiayang Li, Xiaohui Li, Lihao Shao, Kaiwen Zhu, Yu Zhou, Yuandong Pu, Jiarui Wu, Jiaquan Wang, Bo Qu, Wenhai Wang, Yu Qiao, Dajuin Yao, Yihao Liu

专题命中 幻觉与鲁棒性 ：multimodal large language model(abstract)；MLLM(abstract)；分类 cs.CV

Comments 43 pages, 31 figures, 13 tables

The Escalator Problem: Identifying Implicit Motion Blindness in AI for Accessibility

Xiantao Zhang

机构 * Beihang University（北航大学） 纠错

专题命中 幻觉与鲁棒性 ：multimodal large language model(abstract)；分类 cs.CV

Comments 9 pages, 3 figures, 2 tables. Accepted at CV4A11y, ICCV 2025

Segmenting and Understanding: Region-aware Semantic Attention for Fine-grained Image Quality Assessment with Large Language Models

Chenyue Song, Chen Hui, Haiqi Zhu, Feng Jiang, Yachun Mi, Wei Zhang, Shaohui Liu

专题命中 幻觉与鲁棒性 ：MLLM(abstract)；分类 cs.CV

ContextGuard-LVLM: Enhancing News Veracity through Fine-grained Cross-modal Contextual Consistency Verification

Sihan Ma, Qiming Wu, Ruotong Jiang, Frank Burns

机构 * Inner Mongolia University of Science & Technology（内蒙古科技大学） ； Federal University of Rio de Janeiro（里约热内卢联邦大学） 纠错

专题命中 幻觉与鲁棒性 ：LLaVA(abstract)；分类 cs.CV