多模态大模型 - arXivDaily 专题

2507.23058 2025-08-01 cs.CV cs.AI 81%

Reference-Guided Diffusion Inpainting For Multimodal Counterfactual Generation

Alexandru Buburuzan

机构 * Department of Computer Science（计算机科学系）

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

Comments A dissertation submitted to The University of Manchester for the degree of Bachelor of Science in Artificial Intelligence

2507.22920 2025-08-01 cs.CL cs.AI 81%

Discrete Tokenization for Multimodal LLMs: A Comprehensive Survey

Jindong Li, Yali Fu, Jiahong Liu, Linxiao Cao, Wei Ji, Menglin Yang, Irwin King, Ming-Hsuan Yang

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

2507.23202 2025-08-01 cs.CV 79%

Adversarial-Guided Diffusion for Multimodal LLM Attacks

Chengwei Xia, Fan Ma, Ruijie Quan, Kun Zhan, Yi Yang

机构 * School of Information Science and Engineering, Lanzhou University（兰州大学信息科学与工程学院）； College of Computer Science and Technology, Zhejiang University（浙江大学计算机科学与技术学院）； College of Computing and Data Science, Nanyang Technological University（南洋理工大学计算与数据科学学院）

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

2507.21872 2025-08-01 cs.AI 79%

MultiEditor: Controllable Multimodal Object Editing for Driving Scenarios Using 3D Gaussian Splatting Priors

Shouyi Lu, Zihan Lin, Chao Lu, Huanran Wang, Guirong Zhuo, Lianqing Zheng

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

2507.23676 2025-08-01 cs.LG cs.CV 74%

DepMicroDiff: Diffusion-Based Dependency-Aware Multimodal Imputation for Microbiome Data

Rabeya Tus Sadia, Qiang Cheng

机构 * Department of Computer Science University of Kentucky（计算机科学系哥伦比亚大学）； Department of Computer Science, Institute for Biomedical Informatics University of Kentucky（计算机科学系生物医学信息学研究所哥伦比亚大学）

专题命中多模态生成：multimodal(title)；分类 cs.CV

2507.23178 2025-08-01 cs.SE cs.AI 57%

AutoBridge: Automating Smart Device Integration with Centralized Platform

Siyuan Liu, Zhice Yang, Huangxun Chen

机构 * The Hong Kong University of Science and Technology (Guangzhou)（香港科学与技术大学（广州））； ShanghaiTech University（上海科技大学）

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

Comments 14 pages, 12 figures, under review

2507.22789 2025-08-01 cs.LG cs.AI 57%

G-Core: A Simple, Scalable and Balanced RLHF Trainer

Junyu Wu, Weiming Chang, Xiaotao Liu, Guanyou He, Haoqiang Hong, Boqi Liu, Hongtao Tian, Tao Yang, Yunsheng Shi, Feng Lin, Ting Yao

专题命中多模态生成：multi-modal(abstract)；分类 cs.AI

Comments I haven't received company approval yet, and I uploaded it by mistake

2504.17761 2025-08-01 cs.CV 57%

Step1X-Edit: A Practical Framework for General Image Editing

Shiyu Liu, Yucheng Han, Peng Xing, Fukun Yin, Rui Wang, Wei Cheng, Jiaqi Liao, Yingming Wang, Honghao Fu, Chunrui Han, Guopeng Li, Yuang Peng, Quan Sun, Jingwei Wu, Yan Cai, Zheng Ge, Ranchen Ming, Lei Xia, Xianfang Zeng, Yibo Zhu, Binxing Jiao, Xiangyu Zhang, Gang Yu, Daxin Jiang

机构 * Step1X-Image Team（Step1X-图像团队）

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

Comments code: https://github.com/stepfun-ai/Step1X-Edit

2504.05422 2025-08-01 cs.CV cs.LG cs.RO 57%

EP-Diffuser: An Efficient Diffusion Model for Traffic Scene Generation and Prediction via Polynomial Representations

Yue Yao, Mohamed-Khalil Bouzidi, Daniel Goehring, Joerg Reichardt

机构 * Department of Mathematics and Computer Science, Freie Universität Berlin（数学与计算机科学系，柏林自由大学）； Continental Automotive GmbH（大陆汽车股份有限公司）

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

1. 多模态生成 9 篇