视觉大模型 / VLM

Examining Vision Language Models through Multi-dimensional Experiments with Vision and Text Features

Saurav Sengupta, Nazanin Moradinasab, Jiebei Liu, Donald E. Brown

机构 * School of Data Science, University of Virginia（数据科学学院，弗吉尼亚大学） 纠错

专题命中 VLM训练与架构 ：vision language model(title,abstract)；VLM(abstract)；分类 cs.CV

PriorCLIP: Visual Prior Guided Vision-Language Model for Remote Sensing Image-Text Retrieval

Jiancheng Pan, Muyuan Ma, Qing Ma, Cong Bai, Shengyong Chen

机构 * IEEE Publication Technology Department（IEEE出版技术部） 纠错

专题命中 VLM训练与架构 ：vision-language model(title,abstract)；分类 cs.CV、cs.AI

Comments 14 pages, 7 figures

Self-Correcting Decoding with Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models

Ce Zhang, Zifu Wan, Zhehan Kan, Martin Q. Ma, Simon Stepputtis, Deva Ramanan, Russ Salakhutdinov, Louis-Philippe Morency, Katia Sycara, Yaqi Xie

机构 * School of Computer Science, Carnegie Mellon University（计算机科学系，卡内基梅隆大学） 纠错

专题命中 VLM训练与架构 ：vision-language model(title,abstract)；分类 cs.CV

Comments Accepted by ICLR 2025. Project page: https://zhangce01.github.io/DeGF/

Retrieval-Augmented VLMs for Multimodal Melanoma Diagnosis

Jihyun Moon, Charmgil Hong

机构 * Handong Global University（-handong全球大学） 纠错

专题命中 VLM训练与架构 ：vision-language model(abstract)；VLM(abstract)；分类 cs.CV、cs.AI、cs.LG

Comments Medical Image Computing and Computer-Assisted Intervention (MICCAI) ISIC Skin Image Analysis Workshop (MICCAI ISIC) 2025; 10 pages

RewardDance: Reward Scaling in Visual Generation

Jie Wu, Yu Gao, Zilyu Ye, Ming Li, Liang Li, Hanzhong Guo, Jie Liu, Zeyue Xue, Xiaoxia Hou, Wei Liu, Yan Zeng, Weilin Huang

机构 * ByteDance Seed（字节跳动种子） 纠错

专题命中 VLM训练与架构 ：vision-language model(abstract)；VLM(abstract)；分类 cs.CV

Comments Bytedance Seed Technical Report

TCPO: Thought-Centric Preference Optimization for Effective Embodied Decision-making

Kechen Jiao, Zhirui Fang, Jiahao Liu, Bei Li, Qifan Wang, Xinyu Liu, Junhao Ruan, Zhongjian Qiao, Yifan Zhu, Yaxin Xu, Jingang Wang, Xiu Li

机构 * Tsinghua University（清华大学） ； Meituan（美团） ； Northeastern University（东北大学） ； Beijing University of Posts and Telecommunications（北京邮电大学） ； Meta AI ； Wuhan University（武汉大学） 纠错

专题命中 VLM训练与架构 ：vision-language model(abstract)；vision language model(abstract)；分类 cs.AI

Scaling Video-Language Models to 10K Frames via Hierarchical Differential Distillation

Chuanqi Cheng, Jian Guan, Wei Wu, Rui Yan

机构 * Gaoling School of Artificial Intelligence, Renmin University of China（中国人民大学北京校区人工智能学院） ； School of Artificial Intelligence, Wuhan University（武汉大学人工智能学院） 纠错

专题命中 VLM训练与架构 ：vision-language model(abstract)；分类 cs.AI

Comments Accepted by ICML 2025