视觉大模型 / VLM

Vision-Language Models Are Not Pragmatically Competent in Referring Expression Generation

Ziqiao Ma, Jing Ding, Xuejun Zhang, Dezhi Luo, Jiahe Ding, Sihan Xu, Yuchen Huang, Run Peng, Joyce Chai

专题命中 视觉定位与Grounding ：vision-language model(title,abstract)；grounding(abstract)；VLM(comments)

Comments COLM 2025 & CVinW @ CVPR 2025 (Spotlight). Homepage: https://vlm-reg.github.io/

DHCP: Detecting Hallucinations by Cross-modal Attention Pattern in Large Vision-Language Models

Yudong Zhang, Ruobing Xie, Xingwu Sun, Yiqing Huang, Jiansheng Chen, Zhanhui Kang, Di Wang, Yu Wang

机构 * Tsinghua University, Tencent（清华大学、腾讯） ； Tencent（腾讯） ； Tencent, University of Macau（腾讯、澳门大学） ； University of Science and Technology Beijing（北京科技大学） ； Tsinghua University（清华大学） 纠错

专题命中 视觉定位与Grounding ：vision-language model(title,abstract)；分类 cs.CV、cs.AI

Comments Accepted by ACM Multimedia 2025

LidaRefer: Context-aware Outdoor 3D Visual Grounding for Autonomous Driving

Yeong-Seung Baek, Heung-Seon Oh

机构 * School of Computer Science and Engineering（计算机科学与工程学院） 纠错

专题命中 视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV

Comments 18 pages, 5 figures

Details Matter for Indoor Open-vocabulary 3D Instance Segmentation

Sanghun Jung, Jingjing Zheng, Ke Zhang, Nan Qiao, Albert Y. C. Chen, Lu Xia, Chi Liu, Yuyin Sun, Xiao Zeng, Hsiang-Wei Huang, Byron Boots, Min Sun, Cheng-Hao Kuo

机构 * University of Washington（华盛顿大学） ； Amazon Lab126（亚马逊实验室126） ； National Tsing Hua University（国立清华大学） 纠错

专题命中 视觉定位与Grounding ：vision-language model(abstract)；分类 cs.CV

Comments ICCV 2025

Towards Omnimodal Expressions and Reasoning in Referring Audio-Visual Segmentation

Kaining Ying, Henghui Ding, Guangquan Jie, Yu-Gang Jiang

机构 * Fudan University, China（复旦大学） 纠错

专题命中 视觉定位与Grounding ：MLLM(abstract)；分类 cs.CV

Comments ICCV 2025, Project Page: https://henghuiding.com/OmniAVS/

DisTime: Distribution-based Time Representation for Video Large Language Models

Yingsen Zeng, Zepeng Huang, Yujie Zhong, Chengjian Feng, Jie Hu, Lin Ma, Yang Liu

机构 * Meituan Inc.（美团公司） ； Wangxuan Institute of Computer Technology, Peking University（北京大学王轩计算机技术研究所） 纠错

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.CV

Comments Accepted by ICCV 2025

Collaboration is all you need: LLM Assisted Safe Code Translation

Rabimba Karanjai, Sam Blackshear, Lei Xu, Weidong Shi

机构 * University Of Houston（休斯顿大学） ； Mysten Labs（Mysten实验室） ； Kent State University（肯特州立大学） 纠错

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.AI