多模态大模型

Benchmarking Retrieval-Augmented Multimodal Generation for Document Question Answering

Kuicai Dong, Yujing Chang, Shijie Huang, Yasheng Wang, Ruiming Tang, Yong Liu

机构 * Huawei Noah’s Ark Lab（华为诺亚实验室） 纠错

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

Comments Paper accepted to NeurIPS 2025 DB

Turning Adversaries into Allies: Reversing Typographic Attacks for Multimodal E-Commerce Product Retrieval

Janet Jenq, Hongda Shen

机构 * PitchBook USA（PitchBook美国公司） 纠错

专题命中 跨模态检索 ：multimodal(title,abstract)；image-text(abstract)

MMDocIR: Benchmarking Multimodal Retrieval for Long Documents

Kuicai Dong, Yujing Chang, Xin Deik Goh, Dexun Li, Ruiming Tang, Yong Liu

机构 * Huawei Technologies Co., Ltd.（华为技术有限公司） 纠错

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

Comments Paper accepted to EMNLP-2025(Main)

Multi-modal Loop Closure Detection with Foundation Models in Severely Unstructured Environments

Laura Alejandra Encinar Gonzalez, John Folkesson, Rudolph Triebel, Riccardo Giubilato

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

Comments Under review for ICRA 2026

MOTOR: Multimodal Optimal Transport via Grounded Retrieval in Medical Visual Question Answering

Mai A. Shaaban, Tausifa Jan Saleem, Vijay Ram Papineni, Mohammad Yaqub

机构 * Mohamed bin Zayed University of Artificial Intelligence（穆罕默德·本·扎耶德人工智能大学） ； Department of Mathematics and Computer Science, Faculty of Science, Alexandria University（亚历山大大学数学与计算机科学系） ； Sheikh Shakhbout Medical City（谢赫·沙赫布OUT医疗城） 纠错

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

Retrieval-Augmented Review Generation for Poisoning Recommender Systems

Shiyi Yang, Xinshu Li, Guanglin Zhou, Chen Wang, Xiwei Xu, Liming Zhu, Lina Yao

机构 * University of New South Wales and CSIRO’s Data61（新南威尔士大学和CSIRO的Data61） 纠错

专题命中 跨模态检索 ：multimodal(abstract)；multimodal foundation model(abstract)；分类 cs.CL

AI Literacy for Community Colleges: Instructors' Perspectives on Scenario-Based and Interactive Approaches to Teaching AI

Aparna Maya Warrier, Arav Agarwal, Jaromir Savelka, Christopher A Bogart, Heather Burte

机构 * Computer Science（计算机科学） ； Carnegie Mellon University（卡内基梅隆大学） 纠错

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