University of Oxford（牛津大学） - arXivDaily 高校专区

2511.15567 2025-11-20 cs.CV cs.CL cs.HC

Computer-Use Agents as Judges for Generative User Interface

计算机使用代理作为生成用户界面的法官

Kevin Qinghong Lin, Siyuan Hu, Linjie Li, Zhengyuan Yang, Lijuan Wang, Philip Torr, Mike Zheng Shou

机构 * University of Oxford（牛津大学）； Show Lab, National University of Singapore（新加坡国立大学Show实验室）； Microsoft（微软公司）

AI总结本研究提出Coder-CUA协作框架，通过代理作为法官与编码模型协作，提升自动GUI设计的效率和可靠性。

Comments Project: https://showlab.github.io/AUI Github: https://github.com/showlab/AUI

2511.15308 2025-11-20 cs.CV

Text2Loc++: Generalizing 3D Point Cloud Localization from Natural Language

Yan Xia, Letian Shi, Yilin Di, Joao F. Henriques, Daniel Cremers

机构 * School of Artificial Intelligence and Data Science, University of Science and Technology of China（人工智能与数据科学学院，中国科学技术大学）； Technical University of Munich（慕尼黑技术大学）； Visual Geometry Group, University of Oxford（牛津大学视觉几何组）

Comments This paper builds upon and extends our earlier conference paper Text2Loc presented at CVPR 2024

2511.15004 2025-11-20 cs.LG astro-ph.EP

IonCast: A Deep Learning Framework for Forecasting Ionospheric Dynamics

Halil S. Kelebek, Linnea M. Wolniewicz, Michael D. Vergalla, Simone Mestici, Giacomo Acciarini, Bala Poduval, Olga Verkhoglyadova, Madhulika Guhathakurta, Thomas E. Berger, Frank Soboczenski, Atılım Güneş Baydin

机构 * Department of Engineering Science University of Oxford, UK（牛津大学工程科学系）； Department of Information and Computer Science University of Hawai‘i at Mānoa, USA（夏威夷大学信息与计算机科学系）； Free Flight Research Lab（自由飞行研究实验室）； Università degli Studi di Roma Sapienza（罗马大学）； European Space Agency (ESA)（欧洲航天局）； University of New Hampshire（新罕布什尔大学）； NASA Jet Propulsion Laboratory（NASA喷气推进实验室）； NASA Headquarters（NASA总部）； Space Weather Technology, Research, and Education Center University of Colorado Boulder（空间天气技术、研究与教育中心，科罗拉多大学博尔德分校）； Department of Computer Science University of York & King’s College London, UK（约克大学计算机科学系及伦敦国王学院计算机科学系）； Department of Computer Science University of Oxford, UK（牛津大学计算机科学系）

Comments 11 pages, 7 figures, 3 tables. Accepted as a poster presentation at the Machine Learning for the Physical Sciences Workshop at NeurIPS 2025

2511.14920 2025-11-20 cs.LG

Structured Contrastive Learning for Interpretable Latent Representations

Zhengyang Shen, Hua Tu, Mayue Shi

机构 * Department of Electrical and Electronic Engineering, Imperial College London（帝国理工学院伦敦电子与电气工程系）； Institute of Biomedical Engineering, Department of Engineering Science, University of Oxford（牛津大学生物医学工程研究所）

Comments Comments: 10 pages, 6 figures. Applications to medical signal retrieval and activity recognition. Correspondence: m.shi16@imperial.ac.uk

2511.14868 2025-11-20 cs.CL cs.LG

Hierarchical Token Prepending: Enhancing Information Flow in Decoder-based LLM Embeddings

Xueying Ding, Xingyue Huang, Mingxuan Ju, Liam Collins, Yozen Liu, Leman Akoglu, Neil Shah, Tong Zhao

机构 * Carnegie Mellon University（卡内基梅隆大学）； University of Oxford（牛津大学）； Snap Inc（Snap公司）

2511.14784 2025-11-20 stat.ML cs.LG math.ST stat.CO stat.ME stat.TH

Convex Clustering Redefined: Robust Learning with the Median of Means Estimator

Sourav De, Koustav Chowdhury, Bibhabasu Mandal, Sagar Ghosh, Swagatam Das, Debolina Paul, Saptarshi Chakraborty

机构 * Indian Statistical Institute, Kolkata（印度统计研究院，科希马）； Department of Statistics and Data Science, University of Texas at Austin（德克萨斯大学奥斯汀分校统计与数据科学系）； Electronics and Communication Sciences, Indian Statistical Institute, Kolkata（印度统计研究院，科希马电子与通信科学）； Department of Statistics, University of Oxford（牛津大学统计系）； Department of Statistics, University of Michigan（密歇根大学统计系）

Comments Accepted in AAAI 2026

2511.14764 2025-11-20 cs.IR cs.AI

Image-Seeking Intent Prediction for Cross-Device Product Search

Mariya Hendriksen, Svitlana Vakulenko, Jordan Massiah, Gabriella Kazai, Emine Yilmaz

机构 * University of Oxford（牛津大学）； Vienna University of Economics and Business（维也纳经济与商业大学）； Amazon（亚马逊公司）

Comments Oral at RecSys Gen AI for E-commerce 2025