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。

2025-09-24 至 2025-09-24 共收录 5 篇信号源：cs.CV, cs.CL, cs.AI, cs.MM, eess.AS

1. 多模态生成 5 篇

2506.06561 2025-09-24 cs.CL cs.AI cs.CV 82%

LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles

Ho Yin 'Sam' Ng, Ting-Yao Hsu, Aashish Anantha Ramakrishnan, Branislav Kveton, Nedim Lipka, Franck Dernoncourt, Dongwon Lee, Tong Yu, Sungchul Kim, Ryan A. Rossi, Ting-Hao 'Kenneth' Huang

机构 * The Pennsylvania State University（宾夕法尼亚州立大学）； Adobe Research（Adobe研究）

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

Comments Accepted to EMNLP 2025 Findings. The LaMP-CAP dataset is publicly available at: https://github.com/Crowd-AI-Lab/lamp-cap

2509.18824 2025-09-24 cs.CV 79%

Hyper-Bagel: A Unified Acceleration Framework for Multimodal Understanding and Generation

Yanzuo Lu, Xin Xia, Manlin Zhang, Huafeng Kuang, Jianbin Zheng, Yuxi Ren, Xuefeng Xiao

机构 * ByteDance Seed（字节跳动种子）

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

Comments Technical Report

2509.18461 2025-09-24 cs.GR cs.AI cs.CV cs.MM 67%

Zero-Shot Visual Deepfake Detection: Can AI Predict and Prevent Fake Content Before It's Created?

Ayan Sar, Sampurna Roy, Tanupriya Choudhury, Ajith Abraham

机构 * School of Computer Sciences, University of Petroleum and Energy Studies (UPES), Dehradun（计算机科学学院，石油与能源研究大学（UPES），德里加恩）

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

Comments Published in Foundations and Trends in Signal Processing (#1 in Signal Processing, #3 in Computer Science)

Journal ref Foundations and Trends in Signal Processing (2025)

2509.18179 2025-09-24 cs.CV cs.AI 62%

The Describe-Then-Generate Bottleneck: How VLM Descriptions Alter Image Generation Outcomes

Sai Varun Kodathala, Rakesh Vunnam

机构 * Sports Vision, Inc.（体育视觉公司）； Vizworld, Inc.（Vizworld公司）

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

Comments 13 pages, 7 Figures

2509.04545 2025-09-24 cs.CV 57%

PromptEnhancer: A Simple Approach to Enhance Text-to-Image Models via Chain-of-Thought Prompt Rewriting

Linqing Wang, Ximing Xing, Yiji Cheng, Zhiyuan Zhao, Donghao Li, Tiankai Hang, Jiale Tao, Qixun Wang, Ruihuang Li, Comi Chen, Xin Li, Mingrui Wu, Xinchi Deng, Shuyang Gu, Chunyu Wang, Qinglin Lu

机构 * Tencent Hunyuan（腾讯文言）

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

Comments Technical Report. Project Page: https://hunyuan-promptenhancer.github.io/