视觉大模型 / VLM

Point-It-Out: Benchmarking Embodied Reasoning for Vision Language Models in Multi-Stage Visual Grounding

Haotian Xue, Yunhao Ge, Yu Zeng, Zhaoshuo Li, Ming-Yu Liu, Yongxin Chen, Jiaojiao Fan

机构 * Georgia Tech（佐治亚理工学院） ； NVIDIA（英伟达） 纠错

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

GroundSight: Augmenting Vision-Language Models with Grounding Information and De-hallucination

Xinxi Chen, Tianyang Chen, Lijia Hong

机构 * Independent Researcher（独立研究者） 纠错

专题命中 视觉定位与Grounding ：vision-language model(title)；grounding(title)；visual question answering(abstract)；分类 cs.AI

Object Detection with Multimodal Large Vision-Language Models: An In-depth Review

Ranjan Sapkota, Manoj Karkee

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

Comments First Peer Reviewed Review Paper for Object Detection with Vision-Language Models (VLMs)

Journal ref Information Fusion, 2025

FishNet++: Analyzing the capabilities of Multimodal Large Language Models in marine biology

Faizan Farooq Khan, Yousef Radwan, Eslam Abdelrahman, Abdulwahab Felemban, Aymen Mir, Nico K. Michiels, Andrew J. Temple, Michael L. Berumen, Mohamed Elhoseiny

机构 * King Abdullah University of Science and Technology（国王阿卜杜勒-阿齐兹大学科学与技术学院） ； Red Sea Research Center, KAUST（红海研究中心，KAUST） ； Tübingen University（图宾根大学） 纠错

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

Comments 3 figures 8 tables

ViewSpatial-Bench: Evaluating Multi-perspective Spatial Localization in Vision-Language Models

Dingming Li, Hongxing Li, Zixuan Wang, Yuchen Yan, Hang Zhang, Siqi Chen, Guiyang Hou, Shengpei Jiang, Wenqi Zhang, Yongliang Shen, Weiming Lu, Yueting Zhuang

机构 * Zhejiang University（浙江大学） ； University of Electronic Science and Technology of China（电子科技大学） ； The Chinese University of Hong Kong（香港中文大学） 纠错

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

Comments Project: https://zju-real.github.io/ViewSpatial-Page/

SGS: Segmentation-Guided Scoring for Global Scene Inconsistencies

Gagandeep Singh, Samudi Amarsinghe, Urawee Thani, Ki Fung Wong, Priyanka Singh, Xue Li

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

Comments 6 pages, 3 figures

FinCap: Topic-Aligned Captions for Short-Form Financial YouTube Videos

Siddhant Sukhani, Yash Bhardwaj, Riya Bhadani, Veer Kejriwal, Michael Galarnyk, Sudheer Chava

机构 * Stanford University（斯坦福大学） ； Georgia Institute of Technology（佐治亚理工学院） 纠错

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

Comments ICCV Short Video Understanding Workshop Paper

MIKU-PAL: An Automated and Standardized Multi-Modal Method for Speech Paralinguistic and Affect Labeling

Yifan Cheng, Ruoyi Zhang, Jiatong Shi

机构 * Santa Clara, CA, USA（美国圣克拉拉） ； Carnegie Mellon University（卡内基梅隆大学） ； Huazhong University of Science and Technology（华中科技大学） ； Nanjing University of Information Science and Technology（南京信息工程大学） 纠错

专题命中 视觉定位与Grounding ：multimodal large language model(abstract)；MLLM(abstract)

Comments Accepted by Interspeech

Journal ref Proc. of Interspeech2025

Let Physics Guide Your Protein Flows: Topology-aware Unfolding and Generation

Yogesh Verma, Markus Heinonen, Vikas Garg

机构 * Aalto University（阿alto大学） 纠错

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

TSalV360: A Method and Dataset for Text-driven Saliency Detection in 360-Degrees Videos

Ioannis Kontostathis, Evlampios Apostolidis, Vasileios Mezaris

机构 * IEEE CBMI 2025 纠错

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

Comments IEEE CBMI 2025. This is the authors' accepted version. The final publication is available at https://ieeexplore.ieee.org/

DGM4+: Dataset Extension for Global Scene Inconsistency

Gagandeep Singh, Samudi Amarsinghe, Priyanka Singh, Xue Li

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

Comments 8 pages, 3 figures

Self-Supervised Anatomical Consistency Learning for Vision-Grounded Medical Report Generation

Longzhen Yang, Zhangkai Ni, Ying Wen, Yihang Liu, Lianghua He, Heng Tao Shen

机构 * Tongji University（同济大学） ； East China Normal University（华东师范大学） ； Shanghai Eye Disease Prevention and Treatment Center（上海眼病防治中心） 纠错

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

Where LLM Agents Fail and How They can Learn From Failures

Kunlun Zhu, Zijia Liu, Bingxuan Li, Muxin Tian, Yingxuan Yang, Jiaxun Zhang, Pengrui Han, Qipeng Xie, Fuyang Cui, Weijia Zhang, Xiaoteng Ma, Xiaodong Yu, Gowtham Ramesh, Jialian Wu, Zicheng Liu, Pan Lu, James Zou, Jiaxuan You

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