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。

2025-09-30 至 2025-09-30 共收录 9 篇信号源：cs.CV, cs.CL, cs.AI, cs.MM, eess.AS

1. 跨模态检索 9 篇

2509.23895 2025-09-30 cs.CV cs.AI 88%

Preserving Cross-Modal Stability for Visual Unlearning in Multimodal Scenarios

Jinghan Xu Yuyang Zhang Qixuan Cai Jiancheng Chen Keqiu Li

机构 * Tianjin University（天津大学）

专题命中跨模态检索：multimodal(title,abstract)；cross-modal(title,abstract)；分类 cs.CV、cs.AI

Comments 9 pages,4 figures

2505.21956 2025-09-30 cs.CV cs.AI cs.CL cs.LG 85%

Cross-modal RAG: Sub-dimensional Text-to-Image Retrieval-Augmented Generation

Mengdan Zhu, Senhao Cheng, Guangji Bai, Yifei Zhang, Liang Zhao

机构 * Emory University（埃默里大学）； University of Michigan, Ann Arbor（密歇根大学安娜堡分校）

专题命中跨模态检索：cross-modal(title,abstract)；multimodal(abstract)；分类 cs.CV、cs.CL、cs.AI

2509.25177 2025-09-30 cs.CV 83%

Mitigating Hallucination in Multimodal LLMs with Layer Contrastive Decoding

Bingkui Tong, Jiaer Xia, Kaiyang Zhou

机构 * Mohamed bin Zayed University of Artificial Intelligence（莫扎德·本·扎耶德人工智能大学）； Hong Kong Baptist University（香港 Baptist大学）

专题命中跨模态检索：multimodal(title,abstract)；MLLM(abstract)；分类 cs.CV

2509.19994 2025-09-30 cs.CV 83%

Improving Generalizability and Undetectability for Targeted Adversarial Attacks on Multimodal Pre-trained Models

Zhifang Zhang, Jiahan Zhang, Shengjie Zhou, Qi Wei, Shuo He, Feng Liu, Lei Feng

机构 * Southeast University（东南大学）； Johns Hopkins University（约翰霍普金斯大学）； Chongqing University（重庆大学）； Nanyang Technological University（南洋理工大学）； University of Melbourne（墨尔本大学）

专题命中跨模态检索：multimodal(title,abstract)；cross-modal(abstract)；分类 cs.CV

2505.18450 2025-09-30 cs.CL 83%

BRIT: Bidirectional Retrieval over Unified Image-Text Graph

Ainulla Khan, Yamada Moyuru, Srinidhi Akella

机构 * Fujitsu Research India（富士通印度研究）

专题命中跨模态检索：image-text(title)；multi-modal(abstract)；cross-modal(abstract)；分类 cs.CL

Comments Accepted in EMNLP-2025 Findings

2509.24823 2025-09-30 cs.CR cs.AI cs.CV cs.LG 62%

Of-SemWat: High-payload text embedding for semantic watermarking of AI-generated images with arbitrary size

Benedetta Tondi, Andrea Costanzo, Mauro Barni

机构 * University of Siena（锡耶纳大学）

专题命中跨模态检索：image-text(abstract)；分类 cs.CV、cs.AI

Comments 5 pages, 2 figures

2509.24370 2025-09-30 cs.CV 57%

DINOReg: Strong Point Cloud Registration with Vision Foundation Model

Congjia Chen, Yufu Qu

机构 * School of Instrumentation and Optoelectronic Engineering（仪器与光电工程学院）

专题命中跨模态检索：multi-modal(abstract)；分类 cs.CV

2509.23242 2025-09-30 cs.CV 57%

TATTOO: Training-free AesTheTic-aware Outfit recOmmendation

Yuntian Wu, Xiaonan Hu, Ziqi Zhou, Hao Lu

机构 * Huazhong University of Science and Technology（华中科技大学）

专题命中跨模态检索：multimodal(abstract)；分类 cs.CV

Comments 4 figures, 4 tables

2509.23543 2025-09-30 q-bio.GN cs.NE q-bio.MN 50%

Contrastive Learning Enhances Language Model Based Cell Embeddings for Low-Sample Single Cell Transcriptomics

Luxuan Zhang, Douglas Jiang, Qinglong Wang, Haoqi Sun, Feng Tian

专题命中跨模态检索：multimodal(abstract)

Comments 14 pages, 4 figures, 2 tables