arXivDaily arXiv每日学术速递 周一至周五更新

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。

2025-11-12 至 2025-11-12 共收录 6 信号源:cs.CV, cs.CL, cs.AI, cs.MM, eess.AS

1. 多模态训练与对齐 6 篇

2511.07941 2025-11-12 cs.CV cs.AI 84%

Libra-MIL: Multimodal Prototypes Stereoscopic Infused with Task-specific Language Priors for Few-shot Whole Slide Image Classification

Zhenfeng Zhuang, Fangyu Zhou, Liansheng Wang

专题命中 多模态训练与对齐 :multimodal(title,abstract);cross-modal(abstract);分类 cs.CV、cs.AI

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2509.21486 2025-11-12 cs.CV 83%

Reasoning-Enhanced Domain-Adaptive Pretraining of Multimodal Large Language Models for Short Video Content Governance

Zixuan Wang, Yu Sun, Hongwei Wang, Baoyu Jing, Xiang Shen, Xin Dong, Zhuolin Hao, Hongyu Xiong, Yang Song

机构 * TikTok Inc.(字节跳动公司)

专题命中 多模态训练与对齐 :multimodal(title,abstract);MLLM(abstract);分类 cs.CV

Comments Camera Ready for EMNLP 2025

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2511.08152 2025-11-12 cs.CV cs.LG 79%

Boomda: Balanced Multi-objective Optimization for Multimodal Domain Adaptation

Jun Sun, Xinxin Zhang, Simin Hong, Jian Zhu, Xiang Gao

专题命中 多模态训练与对齐 :multimodal(title,abstract);分类 cs.CV

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2509.00598 2025-11-12 cs.CV 57%

DGL-RSIS: Decoupling Global Spatial Context and Local Class Semantics for Training-Free Remote Sensing Image Segmentation

Boyi Li, Ce Zhang, Richard M. Timmerman, Wenxuan Bao

专题命中 多模态训练与对齐 :multimodal(abstract);分类 cs.CV

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2501.03565 2025-11-12 cs.CV 57%

Bridged Semantic Alignment for Zero-shot 3D Medical Image Diagnosis

Haoran Lai, Zihang Jiang, Qingsong Yao, Rongsheng Wang, Zhiyang He, Xiaodong Tao, Weifu Lv, Wei Wei, S. Kevin Zhou

机构 * University of Science and Technology of China(中国科学技术大学) Suzhou Institute for Advanced Research(苏州先进研究所) Stanford University(斯坦福大学) iFlytek Co. Ltd.(iFlytek公司) The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, USTC(中国科学技术大学第一附属医院)

专题命中 多模态训练与对齐 :cross-modal(abstract);分类 cs.CV

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2510.11639 2025-11-12 cs.IR 50%

OneRec-Think: In-Text Reasoning for Generative Recommendation

Zhanyu Liu, Shiyao Wang, Xingmei Wang, Rongzhou Zhang, Jiaxin Deng, Honghui Bao, Jinghao Zhang, Wuchao Li, Pengfei Zheng, Xiangyu Wu, Yifei Hu, Qigen Hu, Xinchen Luo, Lejian Ren, Zixing Zhang, Qianqian Wang, Kuo Cai, Yunfan Wu, Hongtao Cheng, Zexuan Cheng, Lu Ren, Huanjie Wang, Yi Su, Ruiming Tang, Kun Gai, Guorui Zhou

专题命中 多模态训练与对齐 :cross-modal(abstract)

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