AI 大模型

视觉大模型 / VLM

视觉语言模型、视觉推理、视觉问答、图文理解和视觉 grounding。

2025-09-23 至 2025-09-23 共收录 6 篇信号源：cs.CV, cs.AI, cs.LG

1. GUI与屏幕智能体 6 篇

2509.16452 2025-09-23 cs.CV cs.AI 84%

KRAST: Knowledge-Augmented Robotic Action Recognition with Structured Text for Vision-Language Models

Son Hai Nguyen, Diwei Wang, Jinhyeok Jang, Hyewon Seo

机构 * ETRI（韩国科学技术院）

专题命中 GUI与屏幕智能体：vision-language model(title,abstract)；VLM(abstract)；分类 cs.CV、cs.AI

2509.17328 2025-09-23 cs.CV cs.HC 70%

UIPro: Unleashing Superior Interaction Capability For GUI Agents

Hongxin Li, Jingran Su, Jingfan Chen, Zheng Ju, Yuntao Chen, Qing Li, Zhaoxiang Zhang

机构 * University of Chinese Academy of Sciences (UCAS)（中国科学院大学）； New Laboratory of Pattern Recognition (NLPR), CASIA（中国科学院自动化所模式识别新实验室）； State Key Laboratory of Multimodal Artificial Intelligence Systems (MAIS), CASIA（中国科学院多模态人工智能系统国家重点实验室）； Hong Kong Institute of Science & Innovation, CASIA（中国科学院香港创新科学研究院）； PolyU ； Shanghai Artificial Intelligence Laboratory（上海人工智能实验室）

专题命中 GUI与屏幕智能体：vision-language model(abstract)；grounding(abstract)；分类 cs.CV

Comments Accepted to ICCV 2025

2509.17941 2025-09-23 cs.RO cs.AI cs.CV cs.LG 67%

ComposableNav: Instruction-Following Navigation in Dynamic Environments via Composable Diffusion

Zichao Hu, Chen Tang, Michael J. Munje, Yifeng Zhu, Alex Liu, Shuijing Liu, Garrett Warnell, Peter Stone, Joydeep Biswas

机构 * Department of Computer Science, The University of Texas at Austin（德克萨斯大学计算机科学系）； Army Research Laboratory（陆军研究实验室）； Sony AI（索尼人工智能）

专题命中 GUI与屏幕智能体：VLM(abstract)；分类 cs.CV、cs.AI、cs.LG

Comments Conference on Robot Learning (CoRL) 2025 Project site: https://amrl.cs.utexas.edu/ComposableNav/

2506.08283 2025-09-23 cs.IR 67%

Serendipitous Recommendation with Multimodal LLM

Haoting Wang, Jianling Wang, Hao Li, Fangjun Yi, Mengyu Fu, Youwei Zhang, Yifan Liu, Liang Liu, Minmin Chen, Ed H. Chi, Lichan Hong, Haokai Lu

专题命中 GUI与屏幕智能体：multimodal large language model(abstract)；MLLM(abstract)

Comments Accepted by 2025 Recsys EARL Workshop

2507.22424 2025-09-23 cs.LG cs.AI 62%

Spec-VLA: Speculative Decoding for Vision-Language-Action Models with Relaxed Acceptance

Songsheng Wang, Rucheng Yu, Zhihang Yuan, Chao Yu, Feng Gao, Yu Wang, Derek F. Wong

机构 * NICS-EFC Lab, Department of Electronic Engineering, Tsinghua University（清华大学电子工程系NICS-EFC实验室）； Department of Computer and Information Science, University of Macau（澳门大学计算机与信息科学系）； Infinigence AI ； Tsinghua University（清华大学）； Zhongguancun Academy（中关村学院）

专题命中 GUI与屏幕智能体：visual language model(abstract)；分类 cs.AI、cs.LG

Comments 13 pages, 5 figures, Accepted by EMNLP 2025 (main conference)

2509.17917 2025-09-23 cs.AI 57%

Orcust: Stepwise-Feedback Reinforcement Learning for GUI Agent

Junyu Lu, Songxin Zhang, Zejian Xie, Zhuoyang Song, Jiaxing Zhang

机构 * Lionrock AI Lab（狮岩人工智能实验室）； China Merchants Research Institute of Advanced Technology（中国商人先进科技研究院）

专题命中 GUI与屏幕智能体：grounding(abstract)；分类 cs.AI