视觉大模型 / VLM

RSVG-ZeroOV: Exploring a Training-Free Framework for Zero-Shot Open-Vocabulary Visual Grounding in Remote Sensing Images

Ke Li, Di Wang, Ting Wang, Fuyu Dong, Yiming Zhang, Luyao Zhang, Xiangyu Wang, Shaofeng Li, Quan Wang

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

Comments This work is accepted by AAAI 2026

VLMDiff: Leveraging Vision-Language Models for Multi-Class Anomaly Detection with Diffusion

Samet Hicsonmez, Abd El Rahman Shabayek, Djamila Aouada

机构 * University of Luxembourg（卢森堡大学） 纠错

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

Comments WACV 2026

VectorSynth: Fine-Grained Satellite Image Synthesis with Structured Semantics

Daniel Cher, Brian Wei, Srikumar Sastry, Nathan Jacobs

机构 * Washington University in St. Louis（华盛顿大学圣路易斯分校） 纠错

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

AXIS: Explainable Time Series Anomaly Detection with Large Language Models

Tian Lan, Hao Duong Le, Jinbo Li, Wenjun He, Meng Wang, Chenghao Liu, Chen Zhang

机构 * Huawei（华为） 纠错

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

From Semantics, Scene to Instance-awareness: Distilling Foundation Model for Grounded Open-vocabulary Situation Recognition

Chen Cai, Tianyi Liu, Jianjun Gao, Wenyang Liu, Kejun Wu, Ruoyu Wang, Yi Wang, Soo Chin Liew

机构 * National University of Singapore（新加坡国立大学） ； Nanyang Technological University（南洋理工大学） ； Huazhong University of Science and Technology（华中科技大学） ； The Hong Kong Polytechnic University（香港理工大学） 纠错

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

ResearchRubrics: A Benchmark of Prompts and Rubrics For Evaluating Deep Research Agents

Manasi Sharma, Chen Bo Calvin Zhang, Chaithanya Bandi, Clinton Wang, Ankit Aich, Huy Nghiem, Tahseen Rabbani, Ye Htet, Brian Jang, Sumana Basu, Aishwarya Balwani, Denis Peskoff, Marcos Ayestaran, Sean M. Hendryx, Brad Kenstler, Bing Liu

机构 * Scale AI ； University of Maryland（马里兰大学） ； University of Chicago（芝加哥大学） ； Washington University, St. Louis（圣路易斯华盛顿大学） ； McGill University（麦吉尔大学） ； University of California, Berkeley（加州大学伯克利分校） 纠错

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

Comments 27 pages, 21 figures, pre-print

High-Quality Proposal Encoding and Cascade Denoising for Imaginary Supervised Object Detection

Zhiyuan Chen, Yuelin Guo, Zitong Huang, Haoyu He, Renhao Lu, Weizhe Zhang

机构 * Institute of Cyberspace Security, Harbin Institute of Technology, Shenzhen（网络安全研究所，哈尔滨工业大学，深圳） ； Department of New Networks, Peng Cheng Laboratory（新网络部门，鹏城实验室） ； School of Cyberspace Science, Harbin Institute of Technology（空间科学学院，哈尔滨工业大学） ； Center on Machine Learning Research, Harbin Institute of Technology（机器学习研究中心，哈尔滨工业大学） ； Faculty of Information Technology, Monash University（信息技术学院，墨尔本大学） 纠错

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

Comments This work has been submitted to Pattern Recognition for possible publication

NOTAM-Evolve: A Knowledge-Guided Self-Evolving Optimization Framework with LLMs for NOTAM Interpretation

Maoqi Liu, Quan Fang, Yuhao Wu, Can Zhao, Yang Yang, Kaiquan Cai

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

Comments Accepted to AAAI 2026

Multi-Modal Assistance for Unsupervised Domain Adaptation on Point Cloud 3D Object Detection

Shenao Zhao, Pengpeng Liang, Zhoufan Yang

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

Comments Accepted to AAAI-26

TraceCoder: Towards Traceable ICD Coding via Multi-Source Knowledge Integration

Mucheng Ren, He Chen, Yuchen Yan, Danqing Hu, Jun Xu, Xian Zeng

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

Comments Accpeted as BIBM 2025 Regular. 6 pages. Camera-Ready version

DGL-RSIS: Decoupling Global Spatial Context and Local Class Semantics for Training-Free Remote Sensing Image Segmentation

Boyi Li, Ce Zhang, Richard M. Timmerman, Wenxuan Bao

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

Cross-Lingual Mental Health Ontologies for Indian Languages: Bridging Patient Expression and Clinical Understanding through Explainable AI and Human-in-the-Loop Validation

Ananth Kandala, Ratna Kandala, Akshata Kishore Moharir, Niva Manchanda, Sunaina Singh

专题命中 视觉定位与Grounding ：grounding(abstract)

Journal ref Integrating NLP and AI for Multilingual and Patient-Centric Healthcare Communication (NLP-AI4Health) 2025 workshop, IJCNLP-AACL