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。

2025-09-26 至 2025-09-26 共收录 3 篇信号源：cs.CV, cs.CL, cs.AI, cs.MM, eess.AS

1. 多模态训练与对齐 3 篇

2509.21268 2025-09-26 cs.CV 79%

MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources

Sicong Leng, Jing Wang, Jiaxi Li, Hao Zhang, Zhiqiang Hu, Boqiang Zhang, Yuming Jiang, Hang Zhang, Xin Li, Lidong Bing, Deli Zhao, Wei Lu, Yu Rong, Aixin Sun, Shijian Lu

机构 * Nanyang Technological University（南洋理工大学）； DAMO Academy, Alibaba Group（阿里巴巴集团达摩院）； Singapore University of Technology and Design（新加坡科技设计大学）

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

2509.20840 2025-09-26 cs.LG 78%

Shaping Initial State Prevents Modality Competition in Multi-modal Fusion: A Two-stage Scheduling Framework via Fast Partial Information Decomposition

Jiaqi Tang, Yinsong Xu, Yang Liu, Qingchao Chen

机构 * Institute of Medical Technology, Peking University Health Science Center（北京大学人民医院医学技术研究所）； National Institute of Health Data Science（国家健康数据科学研究院）； State Key Laboratory of General Artificial Intelligence, Peking University（北京大学通用人工智能国家重点实验室）； Wangxuan Institute of Computer Technology, Peking University（北京大学王轩计算机技术研究所）

专题命中多模态训练与对齐：multi-modal(title,abstract)

2509.20751 2025-09-26 cs.CV cs.AI cs.CL 67%

Seeing Through Words, Speaking Through Pixels: Deep Representational Alignment Between Vision and Language Models

Zoe Wanying He, Sean Trott, Meenakshi Khosla

机构 * Department of Cognitive Science University of California, San Diego（认知科学系，加州大学圣地亚哥分校）

专题命中多模态训练与对齐：image-text(abstract)；分类 cs.CV、cs.CL、cs.AI

Comments Accepted at EMNLP 2025 (camera-ready)