多模态大模型

FinZero: Launching Multi-modal Financial Time Series Forecast with Large Reasoning Model

Yanlong Wang, Jian Xu, Fei Ma, Hongkang Zhang, Hang Yu, Tiantian Gao, Yu Wang, Haochen You, Shao-Lun Huang, Danny Dongning Sun, Xiao-Ping Zhang

机构 * Tsinghua University（清华大学） ； Pengcheng Laboratory（鹏城实验室） ； Guangming Laboratory（光明实验室） ； Ant Group（蚂蚁集团） ； Columbia University（哥伦比亚大学） ； Southern University of Science and Technology（南方科技大学） 纠错

专题命中 图文多模态 ：multi-modal(title)；multimodal(abstract)；image-text(abstract)；分类 cs.AI

BcQLM: Efficient Vision-Language Understanding with Distilled Q-Gated Cross-Modal Fusion

Sike Xiang, Shuang Chen, Amir Atapour-Abarghouei

机构 * Department of Computer Science, Durham University（计算机科学系，杜伦大学） 纠错

专题命中 图文多模态 ：cross-modal(title)；multimodal(abstract)；MLLM(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 图文多模态 ：image-text(title,abstract)；分类 cs.CV、cs.AI

Comments 14 pages, 7 figures

CLAPS: A CLIP-Unified Auto-Prompt Segmentation for Multi-Modal Retinal Imaging

Zhihao Zhao, Yinzheng Zhao, Junjie Yang, Xiangtong Yao, Quanmin Liang, Shahrooz Faghihroohi, Kai Huang, Nassir Navab, M. Ali Nasseri

机构 * Technical University of Munich（慕尼黑技术大学） ； Sun Yat-Sen University（中山大学） 纠错

专题命中 图文多模态 ：multi-modal(title,abstract)；分类 cs.CV

Comments BIBM

Vision-Language Semantic Aggregation Leveraging Foundation Model for Generalizable Medical Image Segmentation

Wenjun Yu, Yinchen Zhou, Jia-Xuan Jiang, Shubin Zeng, Yuee Li, Zhong Wang

机构 * organization= School of Information Science \& Engineering, Lanzhou University , addressline= , city= Lanzhou , postcode= 730000 , country= China 纠错

专题命中 图文多模态 ：multimodal(abstract)；cross-modal(abstract)；分类 cs.CV

Comments 29 pages and 8 figures

A Structured Review of Underwater Object Detection Challenges and Solutions: From Traditional to Large Vision Language Models

Edwine Nabahirwa, Wei Song, Minghua Zhang, Yi Fang, Zhou Ni

机构 * Shanghai Ocean University（上海海洋大学） 纠错

专题命中 图文多模态 ：multi-modal(abstract)；分类 cs.CV、cs.AI

Comments 72 Pages, 11 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 图文多模态 ：multi-modal(abstract)；分类 cs.CV、cs.CL

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

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 图文多模态 ：multimodal(abstract)；分类 cs.AI

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 图文多模态 ：multimodal(abstract)；分类 cs.CV