AI 大模型

多模态大模型

跨文本、图像、视频、音频等模态的大模型与学习方法。

2025-10-08 至 2025-10-08 共收录 7 篇信号源：cs.CV, cs.CL, cs.AI, cs.MM, eess.AS

1. 多模态生成 7 篇

2510.06131 2025-10-08 cs.CV cs.AI 86%

Discrete Diffusion Models with MLLMs for Unified Medical Multimodal Generation

Jiawei Mao, Yuhan Wang, Lifeng Chen, Can Zhao, Yucheng Tang, Dong Yang, Liangqiong Qu, Daguang Xu, Yuyin Zhou

专题命中多模态生成：multimodal(title,abstract)；MLLM(abstract)；cross-modal(abstract)；分类 cs.CV、cs.AI

Comments 16 pages,6 figures

2510.05661 2025-10-08 cs.CV cs.MM 81%

When and How to Cut Classical Concerts? A Multimodal Automated Video Editing Approach

Daniel Gonzálbez-Biosca, Josep Cabacas-Maso, Carles Ventura, Ismael Benito-Altamirano

机构 * eHealth Center, Faculty of Computer Science, Multimedia and Telecommunications, Universitat Oberta de Catalunya（eHealth中心，计算机科学、多媒体与电信学院，开放大学）

专题命中多模态生成：multimodal(title,abstract)；分类 cs.CV、cs.MM

2505.21653 2025-10-08 cs.CV 70%

Think Before You Diffuse: Infusing Physical Rules into Video Diffusion

Ke Zhang, Cihan Xiao, Jiacong Xu, Yiqun Mei, Vishal M. Patel

专题命中多模态生成：multimodal(abstract)；MLLM(abstract)；分类 cs.CV

Comments 19 pages, 8 figures

2510.05593 2025-10-08 cs.CV cs.AI cs.CL 67%

Improving Chain-of-Thought Efficiency for Autoregressive Image Generation

Zeqi Gu, Markos Georgopoulos, Xiaoliang Dai, Marjan Ghazvininejad, Chu Wang, Felix Juefei-Xu, Kunpeng Li, Yujun Shi, Zecheng He, Zijian He, Jiawei Zhou, Abe Davis, Jialiang Wang

机构 * Meta Superintelligence Labs（Meta超智能实验室）； Meta FAIR ； Cornell University（康奈尔大学）； Stony Brook University（石溪大学）

专题命中多模态生成：multimodal(abstract)；分类 cs.CV、cs.CL、cs.AI

2510.05976 2025-10-08 cs.CV cs.AI cs.LG 62%

Diffusion Models for Low-Light Image Enhancement: A Multi-Perspective Taxonomy and Performance Analysis

Eashan Adhikarla, Yixin Liu, Brian D. Davison

机构 * Lehigh University（莱维大学）

专题命中多模态生成：multimodal(abstract)；分类 cs.CV、cs.AI

2505.15046 2025-10-08 cs.CL cs.AI 62%

ChartCards: A Chart-Metadata Generation Framework for Multi-Task Chart Understanding

Yifan Wu, Lutao Yan, Leixian Shen, Yinan Mei, Jiannan Wang, Yuyu Luo

专题命中多模态生成：multi-modal(abstract)；分类 cs.CL、cs.AI

Comments Need to be revised

2509.03498 2025-10-08 cs.CV 57%

OneCAT: Decoder-Only Auto-Regressive Model for Unified Understanding and Generation

Han Li, Xinyu Peng, Yaoming Wang, Zelin Peng, Xin Chen, Rongxiang Weng, Jingang Wang, Xunliang Cai, Wenrui Dai, Hongkai Xiong

机构 * Meituan Inc（美团公司）； Shanghai Jiao Tong University（上海交通大学）

专题命中多模态生成：multimodal(abstract)；分类 cs.CV

Comments technical report, project url:https://onecat-ai.github.io/