视觉大模型 / VLM

Have Large Vision-Language Models Mastered Art History?

Ombretta Strafforello, Derya Soydaner, Michiel Willems, Anne-Sofie Maerten, Stefanie De Winter

机构 * KU Leuven（库勒韦恩大学） ； Leiden University（莱顿大学） 纠错

专题命中 视觉推理 ：vision-language model(title,abstract)；LLaVA(abstract)；分类 cs.CV

Interpretable Physics Reasoning and Performance Taxonomy in Vision-Language Models

Pranav Pawar, Kavish Shah, Akshat Bhalani, Komal Kasat, Dev Mittal, Hadi Gala, Deepali Patil, Nikita Raichada, Monali Deshmukh

专题命中 视觉推理 ：vision-language model(title,abstract)；分类 cs.AI、cs.LG

Attribute-based Object Grounding and Robot Grasp Detection with Spatial Reasoning

Houjian Yu, Zheming Zhou, Min Sun, Omid Ghasemalizadeh, Yuyin Sun, Cheng-Hao Kuo, Arnie Sen, Changhyun Choi

机构 * Department of Electrical and Computer Engineering, Univ. of Minnesota（电气与计算机工程系） ； 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 视觉推理 ：grounding(title,abstract)

Comments Accepted to 2025 IEEE-RAS 24th International Conference on Humanoid Robots

VIPER: Visual Perception and Explainable Reasoning for Sequential Decision-Making

Mohamed Salim Aissi, Clemence Grislain, Mohamed Chetouani, Olivier Sigaud, Laure Soulier, Nicolas Thome

机构 * Sorbonne Université, CNRS, ISIR（索邦大学、国家科学研究中心、ISIR） 纠错

专题命中 视觉推理 ：vision-language model(abstract)；VLM(abstract)；分类 cs.AI、cs.LG

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning

Chenghao Liu, Zhimu Zhou, Jiachen Zhang, Minghao Zhang, Songfang Huang, Huiling Duan

专题命中 视觉推理 ：grounding(abstract)；分类 cs.CV

Comments 9 pages, 4 figures

Memory-Anchored Multimodal Reasoning for Explainable Video Forensics

Chen Chen, Runze Li, Zejun Zhang, Pukun Zhao, Fanqing Zhou, Longxiang Wang, Haojian Huang

专题命中 视觉推理 ：grounding(abstract)