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 篇信号源：cs.CV, cs.CL, cs.AI, cs.MM, eess.AS

1. 音频语音多模态 6 篇

2511.08031 2025-11-12 cs.CV cs.AI 86%

Multi-modal Deepfake Detection and Localization with FPN-Transformer

Chende Zheng, Ruiqi Suo, Zhoulin Ji, Jingyi Deng, Fangbin Yi, Chenhao Lin, Chao Shen

机构 * Xi’an Jiaotong University（西安交通大学）

专题命中音频语音多模态：multi-modal(title,abstract)；cross-modal(abstract)；audio-visual(abstract)；分类 cs.CV、cs.AI

2510.13630 2025-11-12 cs.CV 85%

AVAR-Net: A Lightweight Audio-Visual Anomaly Recognition Framework with a Benchmark Dataset

Amjid Ali, Zulfiqar Ahmad Khan, Altaf Hussain, Muhammad Munsif, Adnan Hussain, Sung Wook Baik

专题命中音频语音多模态：audio-visual(title,abstract)；multimodal(abstract)；cross-modal(abstract)；分类 cs.CV

Comments I would like to request the withdrawal of my paper . The reason for this request is that I am currently working on additional experiments and analyses, which will lead to updates in the results section. Once these updates are complete, I will resubmit the revised version. Thank you for your understanding

2507.10069 2025-11-12 cs.DC cs.LG 82%

ElasticMM: Efficient Multimodal LLMs Serving with Elastic Multimodal Parallelism

Zedong Liu, Shenggan Cheng, Guangming Tan, Yang You, Dingwen Tao

机构 * Institute of Computing Technology, Chinese Academy of Sciences（中国科学院计算技术研究所）； University of Electronic Science and Technology of China（电子科技大学）； National University of Singapore（新加坡国立大学）

专题命中音频语音多模态：multimodal(title,abstract)；MLLM(abstract)

Comments Accepted at NeurIPS 2025 Oral (Thirty-Ninth Conference on Neural Information Processing Systems)

2404.19281 2025-11-12 cs.RO 82%

Audio-Visual Traffic Light State Detection for Urban Robots

Sagar Gupta, Akansel Cosgun

专题命中音频语音多模态：audio-visual(title)；multimodal(abstract)；multi-modal(abstract)

Comments Submitted to IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2024

Journal ref 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)

2505.13979 2025-11-12 cs.CL 79%

Mixed Signals: Understanding Model Disagreement in Multimodal Empathy Detection

Maya Srikanth, Run Chen, Julia Hirschberg

机构 * Columbia University（哥伦比亚大学）

专题命中音频语音多模态：multimodal(title,abstract)；分类 cs.CL

Comments To appear in Findings of IJCNLP-AACL 2025

2503.09205 2025-11-12 cs.MM cs.CL cs.IR cs.SD eess.AS 67%

Quality Over Quantity? LLM-Based Curation for a Data-Efficient Audio-Video Foundation Model

Ali Vosoughi, Dimitra Emmanouilidou, Hannes Gamper

机构 * University of Rochester（罗切斯特大学）； Microsoft Research（微软研究院）

专题命中音频语音多模态：multimodal(abstract)；分类 cs.CL、cs.MM、eess.AS

Comments Accepted at EUSIPCO 2025 - 5 pages, 5 figures, 2 tables