视觉大模型 / VLM

When Safe Unimodal Inputs Collide: Optimizing Reasoning Chains for Cross-Modal Safety in Multimodal Large Language Models

Wei Cai, Shujuan Liu, Jian Zhao, Ziyan Shi, Yusheng Zhao, Yuchen Yuan, Tianle Zhang, Chi Zhang, Xuelong Li

专题命中 视觉推理 ：multimodal large language model(title,abstract)；MLLM(abstract)；分类 cs.AI

STRIVE: Structured Representation Integrating VLM Reasoning for Efficient Object Navigation

Haokun Zhu, Zongtai Li, Zhixuan Liu, Wenshan Wang, Ji Zhang, Jonathan Francis, Jean Oh

机构 * Carnegie Mellon University（卡内基梅隆大学） ； Bosch Center for AI（博世人工智能中心） 纠错

专题命中 视觉推理 ：VLM(title,abstract)；vision-language model(abstract)

Comments We remove OSG and CogNav from Table. 1 for a fair comparison

3D Aware Region Prompted Vision Language Model

An-Chieh Cheng, Yang Fu, Yukang Chen, Zhijian Liu, Xiaolong Li, Subhashree Radhakrishnan, Song Han, Yao Lu, Jan Kautz, Pavlo Molchanov, Hongxu Yin, Xiaolong Wang, Sifei Liu

机构 * MIT（麻省理工学院） ； NVIDIA（英伟达） 纠错

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

Comments Project Website: https://www.anjiecheng.me/sr3d

Lego-Edit: A General Image Editing Framework with Model-Level Bricks and MLLM Builder

Qifei Jia, Yu Liu, Yajie Chai, Xintong Yao, Qiming Lu, Yasen Zhang, Runyu Shi, Ying Huang, Guoquan Zhang

机构 * Xiaomi Corporation Beijing, China（小米公司北京） 纠错

专题命中 视觉推理 ：MLLM(title,abstract)；分类 cs.CV

ByDeWay: Boost Your multimodal LLM with DEpth prompting in a Training-Free Way

Rajarshi Roy, Devleena Das, Ankesh Banerjee, Arjya Bhattacharjee, Kousik Dasgupta, Subarna Tripathi

机构 * Kalyani Government Engineering College（卡利尼政府工程学院） ； Intel Labs（英特尔实验室） 纠错

专题命中 视觉推理 ：vision-language model(abstract)；grounding(abstract)；multimodal large language model(abstract)；分类 cs.CV