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。

2025-09-22 至 2025-09-22 共收录 8 篇信号源：cs.CV, cs.CL, cs.AI, cs.MM, eess.AS

1. 多模态生成 8 篇

2509.16127 2025-09-22 cs.CV 83%

BaseReward: A Strong Baseline for Multimodal Reward Model

Yi-Fan Zhang, Haihua Yang, Huanyu Zhang, Yang Shi, Zezhou Chen, Haochen Tian, Chaoyou Fu, Haotian Wang, Kai Wu, Bo Cui, Xu Wang, Jianfei Pan, Haotian Wang, Zhang Zhang, Liang Wang

机构 * ByteDance（字节跳动）； CASIA（中国科学院自动化研究所）； NJU（南京大学）； PKU（北京大学）； THU（清华大学）

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

2506.13759 2025-09-22 cs.LG cs.AI 83%

Discrete Diffusion in Large Language and Multimodal Models: A Survey

Runpeng Yu, Qi Li, Xinchao Wang

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

2509.16197 2025-09-22 cs.CV cs.CL cs.LG 81%

MANZANO: A Simple and Scalable Unified Multimodal Model with a Hybrid Vision Tokenizer

Yanghao Li, Rui Qian, Bowen Pan, Haotian Zhang, Haoshuo Huang, Bowen Zhang, Jialing Tong, Haoxuan You, Xianzhi Du, Zhe Gan, Hyunjik Kim, Chao Jia, Zhenbang Wang, Yinfei Yang, Mingfei Gao, Zi-Yi Dou, Wenze Hu, Chang Gao, Dongxu Li, Philipp Dufter, Zirui Wang, Guoli Yin, Zhengdong Zhang, Chen Chen, Yang Zhao, Ruoming Pang, Zhifeng Chen

机构 * Apple（苹果公司）

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

2509.15553 2025-09-22 cs.CV cs.AI stat.AP 81%

Diffusion-Based Cross-Modal Feature Extraction for Multi-Label Classification

Tian Lan, Yiming Zheng, Jianxin Yin

机构 * School of Statistics, Renmin University of China（中国人民大学统计学院）； Center for Applied Statistics and School of Statistics, Renmin University of China（中国人民大学应用统计中心和统计学院）

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

2509.15246 2025-09-22 cs.GR cs.AI 79%

GenCAD-3D: CAD Program Generation using Multimodal Latent Space Alignment and Synthetic Dataset Balancing

Nomi Yu, Md Ferdous Alam, A. John Hart, Faez Ahmed

机构 * Massachusetts Institute of Technology（麻省理工学院）

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

Comments 9 figures, 15 pages. Accepted and soon published in the ASME Journal of Mechanical Design

2509.14476 2025-09-22 cs.CV cs.AI cs.MM 67%

AToken: A Unified Tokenizer for Vision

Jiasen Lu, Liangchen Song, Mingze Xu, Byeongjoo Ahn, Yanjun Wang, Chen Chen, Afshin Dehghan, Yinfei Yang

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

Comments 30 pages, 14 figures

2503.13794 2025-09-22 cs.CV cs.AI 62%

LED: LLM Enhanced Open-Vocabulary Object Detection without Human Curated Data Generation

Yang Zhou, Shiyu Zhao, Yuxiao Chen, Zhenting Wang, Can Jin, Dimitris N. Metaxas

机构 * Rutgers University（新泽西罗格斯大学）

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

2509.15270 2025-09-22 cs.CV cs.AI 62%

PRISM: Phase-enhanced Radial-based Image Signature Mapping framework for fingerprinting AI-generated images

Emanuele Ricco, Elia Onofri, Lorenzo Cima, Stefano Cresci, Roberto Di Pietro

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