机构
*
College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics（南京航空航天大学计算机科学与技术学院）
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College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics（南京航空航天大学人工智能学院）
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School of Computer Science and Technology, Harbin Institute of Technology（哈尔滨工业大学计算机科学与技术学院）
An Analysis Focused on Womens Safety: Can VAD Models Be Enhanced by a Multi-modal Dataset?
聚焦女性安全分析：多模态数据集能否增强VAD模型？
Sangeeta ., Maddikuntla Sai Prajwal, Debi Prosad Dogra, Kamalakar Vijay Thakare, Hyungjoo Jung, Ig-Jae Kim, Heeseung Choi
机构
*
Indian Institute of Technology Bhubaneswar（印度理工学院巴特那分校）
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Artificial Intelligence and Robotics Institute, Korea Institute of Science and Technology（人工智能与机器人研究所，韩国科学技术院）
；
Yonsei-KIST Convergence Research Institute, Yonsei University（延世大学KIST融合研究中心）
Enriched text-guided variational multimodal knowledge distillation network (VMD) for automated diagnosis of plaque vulnerability in 3D carotid artery MRI
用于3D颈动脉MRI斑块易损性自动诊断的增强文本引导变分多模态知识蒸馏网络（VMD）
Bo Cao, Fan Yu, Mengmeng Feng, SenHao Zhang, Xin Meng, Yue Zhang, Zhen Qian, Jie Lu
机构
*
department of Radiology and Nuclear Medicine, Xuanwu Hospital, Capital Medical University（放射医学与核医学科，宣武医院，首都医科大学）
；
Beijing Key Laboratory of Magnetic Resonance Imaging and Brain Informatics（北京磁共振成像与脑信息学重点实验室）
；
Beijing United Imaging Research Institute of Intelligent Imaging（北京智能成像联合研究院）
SPARC-Rad: A Multimodal Benchmark Dataset and Evaluation Pipeline for Spatial and Anatomical Reasoning in Radiology Vision-Language Models
SPARC-Rad：面向放射学视觉语言模型的空间与解剖推理多模态基准数据集及评估流程
Satvik Tripathi, Mustafa Ege Seker, Kristian Quevada, Ebubechukwu D Enwerem, Pratham Khandelwal, Emine Meltem, Bera Koca, Shahriar Faghani, Jacinta Arnold, Dania Daye, Tessa S. Cook
机构
*
Nepal Applied Mathematics and Informatics Institute for Research（尼泊尔应用数学与信息技术研究所）
；
GastroIntestinal Department, Dhulikhel Hospital（杜尔基hel医院消化内科）
；
Univesity of Lausanne（洛桑大学）
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University of West Virginia（西弗吉尼亚大学）
；
University of Utah（犹他大学）
；
University of Aberdeen（阿伯丁大学）
Loud or Silent? A Reusable Framework for Per-Modality Failure Analysis in Multimodal Clinical AI
大声还是沉默？一种用于多模态临床AI中模态级失败分析的可复用框架
Quang Bui, Shlok Jaiswal, Samuel Paik-Heintz, Kevin Zhou, Kaushik Madapati, Krittaphas Chaisutyakorn, Noah Dane Hebdon, Dimitrios Proios, Sebastián Andrés Cajas Ordóñez, Kacper Dobek, Boya Zhang, Aly Dhedhi, Ahram Han, Kushul Reddy Palakala, Rahul Gorijavolu, Jacques Kpodonu, Leo Anthony Celi
机构
*
Massachusetts Institute of Technology（麻省理工学院）
；
American International School Vienna（维也纳美国国际学校）
；
Neuqua Valley High School（纽夸谷高中）
；
North Hollywood High School（北好莱坞高中）
；
Hopewell Valley Central High School（霍普韦尔谷中央高中）
；
University of California, Berkeley（加州大学伯克利分校）
；
Siriraj Hospital（诗里拉吉医院）
；
Harvard University（哈佛大学）
；
Agency for Science, Technology and Research（新加坡科技研究局）
；
Johns Hopkins University（约翰斯·霍普金斯大学）
；
University of Geneva（日内瓦大学）
；
Poznan University of Technology（波兹南理工大学）
Explainable Multimodal AI for Adaptive Calibration of Archaeological Sensing Workflows
面向考古传感工作流自适应校准的可解释多模态人工智能
Nevio Dubbini, Daniel P. van Helden, Claudia Sciuto, Martina Naso, Arthur Leck, Clement Joubert, Heeli C. Schechter, Remy Chapoulie, Gabriele Gattiglia
Missing-by-Design: Certifiable Modality Deletion for Revocable Multimodal Sentiment Analysis
缺失-by-设计：可撤销多模态情感分析的可验证模态删除
Rong Fu, Ziming Wang, Chunlei Meng, Jiekai Wu, Kangan Qian, Hao Zhang, Simon Fong
机构
*
University of Macau（澳门大学）
；
Zhejiang University（浙江大学）
；
Fudan University（复旦大学）
；
Shanghai AI Laboratory（上海人工智能实验室）
；
Juntendo University（立命馆大学）
；
Tsinghua University（清华大学）
；
University of Chinese Academy of Sciences（中国科学院大学）
Comments21 pages, 6 figures. In the previous version, Juntendo University was erroneously listed as the affiliation; we must clarify that this paper has absolutely no relation to Juntendo University. Therefore, we have replaced this affiliation in the new version
CommentsAccepted by the Proceedings of the 41st IEEE/ACM International Conference on Automated Software Engineering (ASE '26), 2026. This is the authors' version of the work; the definitive Version of Record is forthcoming
Deep Learning for Retinal Degeneration Assessment: A Comprehensive Analysis of the MARIO Challenge
利用深度学习评估视网膜退化：对MARIO挑战的全面分析
Rachid Zeghlache, Ikram Brahim, Pierre-Henri Conze, Mathieu Lamard, Mohammed El Amine Lazouni, Zineb Aziza Elaouaber, Leila Ryma Lazouni, Christopher Nielsen, Ahmad O. Ahsan, Matthias Wilms, Nils D. Forkert, Lovre Antonio Budimir, Ivana Matovinović, Donik Vršnak, Sven Lončarić, Philippe Zhang, Weili Jiang, Yihao Li, Yiding Hao, Markus Frohmann, Patrick Binder, Marcel Huber, Taha Emre, Teresa Finisterra Araújo, Marzieh Oghbaie, Hrvoje Bogunović, Amerens A. Bekkers, Nina M. van Liebergen, Hugo J. Kuijf, Abdul Qayyum, Moona Mazher, Steven A. Niederer, Alberto J. Beltrán-Carrero, Juan J. Gómez-Valverde, Javier Torresano-Rodríquez, Álvaro Caballero-Sastre, María J. Ledesma Carbayo, Yosuke Yamagishi, Yi Ding, Robin Peretzke, Alexandra Ertl, Maximilian Fischer, Jessica Kächele, Sofiane Zehar, Karim Boukli Hacene, Thomas Monfort, Béatrice Cochener, Mostafa El Habib Daho, Anas-Alexis Benyoussef, Gwenolé Quellec
机构
*
University of Western Brittany, Brest, France
；
University of Tlemcen, Algeria
；
Ophthalmology Department, CHRU Brest, Brest, France
；
Imperial College London, United Kingdom
；
Biomedical Engineering, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
；
Evolucare Technologies, France
；
College of Computer Science, Sichuan University, China
；
Medical University of Vienna, Austria
；
TNO, The Hague, The Netherlands
；
Image Sciences Institute, UMC Utrecht, Utrecht, The Netherlands
；
Johannes Kepler University Linz, Austria
；
University of Zagreb, Faculty of Electrical Engineering
；
Department of Radiology, University of Calgary, Calgary, AB, Canada
；
Biomedical Engineering Graduate Program, University of Calgary, Calgary, AB, Canada
；
Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
；
Alberta Children’s Hospital Research Institute, University of Calgary, Calgary, AB, Canada
；
Department of Pediatrics, University of Calgary, Calgary, AB, Canada
；
Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
；
Department of Clinical Neuroscience, University of Calgary, Calgary, AB, Canada
；
University of Calgary, Calgary, AB, Canada
；
German Cancer Research Center (DKFZ) Heidelberg, Division of Medical Image Computing, Germany
；
Medical Faculty Heidelberg, Heidelberg University, Germany
；
Biomedical Image Technologies (BIT), ETSI Telecomunicación, Universidad Politécnica de Madrid, Spain
；
Ophthalmology Service of the Provincial Ophthalmic Institute, Hospital Universitario Gregorio Marañón, Madrid, Spain
；
University of Edinburgh, Scotland
；
Lung Institute, Faculty of Medicine, Imperial College London, United Kingdom
；
Hawkes Institute, Department of Computer Science, University College London, London, United Kingdom
