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。

2025-11-12 至 2025-11-12 共收录 4 篇信号源：cs.CV, cs.AI, cs.LG

1. 其他VLM 4 篇

2511.08075 2025-11-12 cs.CV cs.AI 62%

CLIP is All You Need for Human-like Semantic Representations in Stable Diffusion

Cameron Braunstein, Mariya Toneva, Eddy Ilg

机构 * Saarland University, Saarbrücken Germany（萨尔兰州大学）； MPI for Software Systems, Saarbrücken Germany（软件系统研究所）； University of Technology Nuremberg, Nuremberg Germany（纽伦堡技术大学）

专题命中其他VLM ：vision-language model(abstract)；分类 cs.CV、cs.AI

Comments 28 pages, 8 figures, 2 tables

2504.13231 2025-11-12 cs.CV cs.AI 62%

WildFireCan-MMD: A Multimodal Dataset for Classification of User-Generated Content During Wildfires in Canada

Braeden Sherritt, Isar Nejadgholi, Efstratios Aivaliotis, Khaled Mslmani, Marzieh Amini

机构 * Carleton University（卡尔顿大学）； National Research Council Canada（加拿大国家研究委员会）

专题命中其他VLM ：vision-language model(abstract)；分类 cs.CV、cs.AI

2508.01579 2025-11-12 cs.CV 57%

Harnessing Textual Semantic Priors for Knowledge Transfer and Refinement in CLIP-Driven Continual Learning

Lingfeng He, De Cheng, Di Xu, Huaijie Wang, Nannan Wang

专题命中其他VLM ：vision-language model(abstract)；分类 cs.CV

Comments AAAI-2026 Poster

2412.18108 2025-11-12 cs.CV 57%

Unveiling Visual Perception in Language Models: An Attention Head Analysis Approach

Jing Bi, Junjia Guo, Yunlong Tang, Lianggong Bruce Wen, Zhang Liu, Chenliang Xu

机构 * University of Rochester（罗切斯特大学）； Corning Inc（康宁公司）

专题命中其他VLM ：multimodal large language model(abstract)；分类 cs.CV

Journal ref CVPR 2025 (IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025)