多模态大模型

FQ-PETR: Fully Quantized Position Embedding Transformation for Multi-View 3D Object Detection

Jiangyong Yu, Changyong Shu, Sifan Zhou, Zichen Yu, Xing Hu, Yan Chen, Dawei Yang

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

Comments I made an operational error. I intended to update the paper with Identifier arXiv:2502.15488, not submit a new paper with a different identifier. Therefore, I would like to withdraw the current submission and resubmit an updated version for Identifier arXiv:2502.15488

PepTriX: A Framework for Explainable Peptide Analysis through Protein Language Models

Vincent Schilling, Akshat Dubey, Georges Hattab

机构 * Center for Artificial Intelligence in Public Health Research (ZKI-PH), Robert Koch Institute（人工智能与公共健康研究所以及罗伯特·科赫研究所） ； Department of Mathematics and Computer Science, Free University of Berlin（数学与计算机科学系，柏林自由大学） 纠错

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

Breaking the Modality Barrier: Generative Modeling for Accurate Molecule Retrieval from Mass Spectra

Yiwen Zhang, Keyan Ding, Yihang Wu, Xiang Zhuang, Yi Yang, Qiang Zhang, Huajun Chen

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

Comments Accepted by AAAI 2026

Open-World 3D Scene Graph Generation for Retrieval-Augmented Reasoning

Fei Yu, Quan Deng, Shengeng Tang, Yuehua Li, Lechao Cheng

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

Comments Accepted by AAAI 2026

Large model retrieval enhancement framework for construction site risk identification

Jiawei Li, Chengye Yang, Yaochen Zhang, Weilin Sun, Lei Meng, Xiangxu Meng

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

Comments in Chinese language

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

What Time Tells Us? An Explorative Study of Time Awareness Learned from Static Images

Dongheng Lin, Han Hu, Jianbo Jiao

机构 * University of Birmingham（伯明翰大学） 纠错

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

Comments Accepted by TMLR 2025

SCALE-VLP: Soft-Weighted Contrastive Volumetric Vision-Language Pre-training with Spatial-Knowledge Semantics

Ailar Mahdizadeh, Puria Azadi Moghadam, Xiangteng He, Shahriar Mirabbasi, Panos Nasiopoulos, Leonid Sigal

机构 * University of British Columbia（不列颠哥伦比亚大学） ； Vector Institute for AI（人工智能向量研究所） 纠错

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

Beyond Single Embeddings: Capturing Diverse Targets with Multi-Query Retrieval

Hung-Ting Chen, Xiang Liu, Shauli Ravfogel, Eunsol Choi

机构 * Department of Computer Science, New York University（纽约大学计算机科学系） ； The Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州）） 纠错

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

From Drone Imagery to Livability Mapping: AI-powered Environment Perception in Rural China

Weihuan Deng, Yaofu Huang, Luan Chen, Xun Li, Yu Gu, Yao Yao

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

Dynamic Multi-level Weighted Alignment Network for Zero-shot Sketch-based Image Retrieval

Hanwen Su, Ge Song, Jiyan Wang, Yuanbo Zhu

机构 * School of Computer and Electronic Information（计算机与电子信息学院） ； Nanjing Normal University（南京师范大学） ； Nanjing（南京） ； CHN（中国） 纠错

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

ProfileXAI: User-Adaptive Explainable AI

Gilber A. Corrales, Carlos Andrés Ferro Sánchez, Reinel Tabares-Soto, Jesús Alfonso López Sotelo, Gonzalo A. Ruz, Johan Sebastian Piña Durán

机构 * Facultad de Ingeniería y Ciencias Básicas, Universidad Autónoma de Occidente（工程与基础科学学院，自治大学） 纠错

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

Comments pages, 1 figure, 3 tables. Preprint. Evaluated on UCI Heart Disease (1989) and UCI Differentiated Thyroid Cancer Recurrence (2023). Uses IEEEtran

Bi-Encoder Contrastive Learning for Fingerprint and Iris Biometrics

Matthew So, Judah Goldfeder, Mark Lis, Hod Lipson

机构 * Department of Computer Science（计算机科学系） ； Columbia University（哥伦比亚大学） ； College of Medicine（医学院） ； SUNY Downstate Health Sciences University（SUNY 下州健康科学大学） ； Department of Mechanical Engineering（机械工程系） 纠错

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

AI-Enhanced Operator Assistance for UNICOS Applications

Bernard Tam, Jean-Charles Tournier, Fernando Varela Rodriguez

机构 * The University of Sydney（悉尼大学） 纠错

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

Comments Prepared as part of the CERN openlab programme 2025. Also available on Zenodo, a repository operated by CERN and co-funded by the European Union

Breaking the Batch Barrier (B3) of Contrastive Learning via Smart Batch Mining

Raghuveer Thirukovalluru, Rui Meng, Ye Liu, Karthikeyan K, Mingyi Su, Ping Nie, Semih Yavuz, Yingbo Zhou, Wenhu Chen, Bhuwan Dhingra

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

Comments 17 pages, 4 figures

SONAR-SLT: Multilingual Sign Language Translation via Language-Agnostic Sentence Embedding Supervision

Yasser Hamidullah, Shakib Yazdani, Cennet Oguz, Josef van Genabith, Cristina España-Bonet

机构 * German Research Center for Artificial Intelligence (DFKI GmbH)（德国人工智能研究中心（DFKI GmbH）） ； Saarland Informatics Campus（萨尔兰信息技术校区） ； Barcelona Supercomputing Center (BSC-CNS)（巴塞罗那超级计算中心（BSC-CNS）） 纠错

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

Journal ref published at WMT2025

BlockScan: Detecting Anomalies in Blockchain Transactions

Jiahao Yu, Xian Wu, Hao Liu, Wenbo Guo, Xinyu Xing

机构 * UC Santa Barbara（加州大学圣芭芭拉分校） ； Meta AI ； New York University（纽约大学） ； sec3 ； Northwestern University（西北大学） 纠错

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

Fine-Grained Classification: Connecting Metadata via Cross-Contrastive Pre-Training

Sumit Mamtani, Yash Thesia

机构 * New York University（纽约大学） 纠错

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

Comments 5 pages, 4 figures. Accepted at IEEE ISCMI 2025

ChangingGrounding: 3D Visual Grounding in Changing Scenes

Miao Hu, Zhiwei Huang, Tai Wang, Jiangmiao Pang, Dahua Lin, Nanning Zheng, Runsen Xu

机构 * Xi’an Jiaotong University（西安交通大学） ； Zhejiang University（浙江大学） ； The Chinese University of Hong Kong（香港中文大学） ； Shanghai AI Laboratory（上海人工智能实验室） 纠错

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

Comments 30 pages

SMEC: Rethinking Matryoshka Representation Learning for Retrieval Embedding Compression

Biao Zhang, Lixin Chen, Tong Liu, Bo Zheng

机构 * Taobao & Tmall Group of Alibaba（淘宝与天猫集团） 纠错

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

Comments Accepted by EMNLP2025

Class Prototypes based Contrastive Learning for Classifying Multi-Label and Fine-Grained Educational Videos

Rohit Gupta, Anirban Roy, Claire Christensen, Sujeong Kim, Sarah Gerard, Madeline Cincebeaux, Ajay Divakaran, Todd Grindal, Mubarak Shah

机构 * Center for Research in Computer Vision, University of Central Florida（计算机视觉研究中心，中央佛罗里达大学） ； SRI International（SRI国际） 纠错

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

Comments Published at CVPR 2023

Review of Inference-Time Scaling Strategies: Reasoning, Search and RAG

Zhichao Wang, Cheng Wan, Dong Nie

机构 * Inflection AI ； Georgia Institute of Technology（佐治亚理工学院） ； ChatAlpha AI 纠错

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

Automatic Synthesis of High-Quality Triplet Data for Composed Image Retrieval

Haiwen Li, Delong Liu, Zhaohui Hou, Zhicheng Zhao, Fei Su

机构 * Beijing University of Posts and Telecommunications（北京邮电大学） 纠错

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

Comments This paper was originally submitted to ACM MM 2025 on April 12, 2025

Vision Language Models: A Survey of 26K Papers

Fengming Lin

机构 * School of Computer Science, The University of Manchester, Manchester, UK（曼彻斯特大学计算机科学学院） 纠错

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

Comments VLM/LLM Learning Notes

AgenticAD: A Specialized Multiagent System Framework for Holistic Alzheimer Disease Management

Adib Bazgir, Amir Habibdoust, Xing Song, Yuwen Zhang

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

HoPE: Hybrid of Position Embedding for Long Context Vision-Language Models

Haoran Li, Yingjie Qin, Baoyuan Ou, Lai Xu, Ruiwen Xu

机构 * Carnegie Mellon University（卡内基梅隆大学） ； Xiaohongshu Inc.（小红书公司） 纠错

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

Comments NeurIPS 2025

Evaluating Keyframe Layouts for Visual Known-Item Search in Homogeneous Collections

Bastian Jäckl, Jiří Kruchina, Lucas Joos, Daniel A. Keim, Ladislav Peška, Jakub Lokoč

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

Comments 28 Pages, 17 Figures

Neural Bayesian Filtering

Christopher Solinas, Radovan Haluska, David Sychrovsky, Finbarr Timbers, Nolan Bard, Michael Buro, Martin Schmid, Nathan R. Sturtevant, Michael Bowling

机构 * University of Alberta（阿尔伯塔大学） ； Alberta Machine Intelligence Institute (Amii)（阿尔伯塔人工智能研究所） ； Charles University（查尔斯大学） ； EquiLibre Technologies, Inc.（EquiLibre技术公司） ； Allen Institute for AI（艾伦人工智能研究所） ； Sony AI（索尼人工智能） 纠错

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

ReMoMask: Retrieval-Augmented Masked Motion Generation

Zhengdao Li, Siheng Wang, Zeyu Zhang, Hao Tang

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

MonSTeR: a Unified Model for Motion, Scene, Text Retrieval

Luca Collorone, Matteo Gioia, Massimiliano Pappa, Paolo Leoni, Giovanni Ficarra, Or Litany, Indro Spinelli, Fabio Galasso

机构 * Sapienza University of Rome（罗马萨皮恩扎大学） ； Technion, NVIDIA（技术学院与NVIDIA） ； WSense 纠错

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