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National University of Singapore(新加坡国立大学)

共收录 2374
2506.04737 2025-06-09 cs.CV

Bridging Annotation Gaps: Transferring Labels to Align Object Detection Datasets

Mikhail Kennerley, Angelica Aviles-Rivero, Carola-Bibiane Schönlieb, Robby T. Tan

机构 * National University of Singapore I2R, A*STAR(新加坡国立大学I2R,A*STAR) University of Cambridge(剑桥大学) National University of Singapore ASUS Intelligent Cloud Services(新加坡国立大学ASUS智能云服务)

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2506.02761 2025-06-09 cs.AI cs.CL cs.CR cs.CV

Rethinking Machine Unlearning in Image Generation Models

Renyang Liu, Wenjie Feng, Tianwei Zhang, Wei Zhou, Xueqi Cheng, See-Kiong Ng

机构 * Institute of Data Science, National University of Singapore(新加坡国立大学数据科学研究所) School of Artificial Intelligence and Data Science, University of Science and Technology of China(中国科学技术大学人工智能与数据科学学院) College of Computing and Data Science, Nanyang Technological University(南洋理工大学计算与数据科学学院) National Pilot School of Software, Yunnan University(云南大学软件试点学院) AI Safety of Chinese Academy of Sciences, Institute of Computing Technology, Chinese Academy of Sciences(中国科学院人工智能安全研究院、计算技术研究所)

Comments Accepted by ACM CCS 2025

Journal ref ACM Conference on Computer and Communications Security (CCS 2025)

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2503.06608 2025-06-09 cs.CV cs.LG cs.MM

GroMo: Plant Growth Modeling with Multiview Images

Ruchi Bhatt, Shreya Bansal, Amanpreet Chander, Rupinder Kaur, Malya Singh, Mohan Kankanhalli, Abdulmotaleb El Saddik, Mukesh Kumar Saini

机构 * Indian Institute of Technology Ropar(印度理工学院罗帕尔分校) National University of Singapore(新加坡国立大学) University of Ottawa(渥太华大学)

Comments 7 pages, 5 Figures, 3 Tables

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2306.13926 2025-06-09 cs.LG

Quantifying the Optimization and Generalization Advantages of Graph Neural Networks Over Multilayer Perceptrons

Wei Huang, Yuan Cao, Haonan Wang, Xin Cao, Taiji Suzuki

机构 * RIKEN AIP(日本学术振兴会先进研究所) The University of Hong Kong(香港大学) National University of Singapore(新加坡国立大学) The University of New South Wales(新南威尔士大学) University of Tokyo(东京大学)

Journal ref AISTATS 2025

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2506.05445 2025-06-09 cs.LG cs.AI

Causal Policy Learning in Reinforcement Learning: Backdoor-Adjusted Soft Actor-Critic

Thanh Vinh Vo, Young Lee, Haozhe Ma, Chien Lu, Tze-Yun Leong

机构 * National University of Singapore(新加坡国立大学) Trinity College Dublin, The University of Dublin(都柏林大学三一学院)

Comments Preprint

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2410.15334 2025-06-09 cs.CV

Modality-Fair Preference Optimization for Trustworthy MLLM Alignment

Songtao Jiang, Yan Zhang, Ruizhe Chen, Tianxiang Hu, Yeying Jin, Qinglin He, Yang Feng, Jian Wu, Zuozhu Liu

机构 * Zhejiang University(浙江大学) ByteDance(字节跳动) National University of Singapore(新加坡国立大学) Angelalign Inc., China(中国Angelalign公司)

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2506.05095 2025-06-06 cs.CV

FG 2025 TrustFAA: the First Workshop on Towards Trustworthy Facial Affect Analysis: Advancing Insights of Fairness, Explainability, and Safety (TrustFAA)

Jiaee Cheong, Yang Liu, Harold Soh, Hatice Gunes

机构 * University of Cambridge(剑桥大学) University of Oulu(奥卢大学) National University of Singapore(新加坡国立大学)

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2506.04699 2025-06-06 cs.AI

Empowering Economic Simulation for Massively Multiplayer Online Games through Generative Agent-Based Modeling

Bihan Xu, Shiwei Zhao, Runze Wu, Zhenya Huang, Jiawei Wang, Zhipeng Hu, Kai Wang, Haoyu Liu, Tangjie Lv, Le Li, Changjie Fan, Xin Tong, Jiangze Han

机构 * State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China(认知智能国家重点实验室,中国科学技术大学) NetEase Fuxi AI Lab(网易伏羲人工智能实验室) Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences(杭州高等研究院,中国科学院大学) National University of Singapore(新加坡国立大学) University of British Columbia(不列颠哥伦比亚大学)

Comments KDD2025 Accepted

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2506.04608 2025-06-06 cs.LG

Ignoring Directionality Leads to Compromised Graph Neural Network Explanations

Changsheng Sun, Xinke Li, Jin Song Dong

机构 * National University of Singapore(新加坡国立大学) City University of Hong Kong(香港城市大学)

Journal ref 2025 IEEE Security and Privacy (Workshops)

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2506.04590 2025-06-06 cs.CV

Follow-Your-Creation: Empowering 4D Creation through Video Inpainting

Yue Ma, Kunyu Feng, Xinhua Zhang, Hongyu Liu, David Junhao Zhang, Jinbo Xing, Yinhan Zhang, Ayden Yang, Zeyu Wang, Qifeng Chen

机构 * HKUST(香港科技大学) HKUST(GZ)(香港科技大学(广州)) NUS(国立新加坡大学) Tsinghua Univerisity(清华大学) CUHK(香港中文大学)

Comments Project Page: https://follow-your-creation.github.io/

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2502.15821 2025-06-06 cs.CL cs.AI

Towards Robust ESG Analysis Against Greenwashing Risks: Aspect-Action Analysis with Cross-Category Generalization

Keane Ong, Rui Mao, Deeksha Varshney, Erik Cambria, Gianmarco Mengaldo

机构 * National University of Singapore(新加坡国立大学) Nanyang Technological University(南洋理工大学)

Comments Proceedings of the Association for Computational Linguistics Main Conference (ACL 2025)

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2406.18370 2025-06-06 quant-ph cs.AI cs.LG stat.ML

Learning pure quantum states (almost) without regret

Josep Lumbreras, Mikhail Terekhov, Marco Tomamichel

机构 * Centre for Quantum Technologies, National University of Singapore(量子技术中心,新加坡国立大学) School of Computer and Communication Sciences, EPFL(信息与通信科学学院,洛桑联邦理工学院) Department of Electrical and Computer Engineering, National University of Singapore(电子与计算机工程系,新加坡国立大学)

Comments 28 pages, 2 figures

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2506.04280 2025-06-06 cs.CV cs.AI

Evaluating MLLMs with Multimodal Multi-image Reasoning Benchmark

Ziming Cheng, Binrui Xu, Lisheng Gong, Zuhe Song, Tianshuo Zhou, Shiqi Zhong, Siyu Ren, Mingxiang Chen, Xiangchao Meng, Yuxin Zhang, Yanlin Li, Lei Ren, Wei Chen, Zhiyuan Huang, Mingjie Zhan, Xiaojie Wang, Fangxiang Feng

机构 * BUPT China(北京邮电大学) YSU China(云南大学) NUS Singapore(新加坡国立大学) Li Auto Inc. China(利汽车公司) SenseTime Research China(商汤研究)

Comments 18 pages

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2506.04252 2025-06-06 cs.AI cs.CL cs.LG

A Graph-Retrieval-Augmented Generation Framework Enhances Decision-Making in the Circular Economy

Yang Zhao, Chengxiao Dai, Dusit Niyato, Chuan Fu Tan, Keyi Xiang, Yueyang Wang, Zhiquan Yeo, Daren Tan Zong Loong, Jonathan Low Zhaozhi, Eugene H. Z. HO

机构 * Singapore Institute of Manufacturing Technology (SIMTech)(新加坡制造技术研究所) Agency for Science, Technology and Research (A*STAR)(科学、技术及研究局) The University of Sydney(悉尼大学) Nanyang Technological University(南洋理工大学) National University of Singapore(国立新加坡大学)

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2506.04158 2025-06-05 cs.CV

Image Editing As Programs with Diffusion Models

Yujia Hu, Songhua Liu, Zhenxiong Tan, Xingyi Yang, Xinchao Wang

机构 * National University of Singapore(新加坡国立大学)

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2506.03835 2025-06-05 cs.LG

Learning task-specific predictive models for scientific computing

Jianyuan Yin, Qianxiao Li

机构 * Department of Mathematics, National University of Singapore(新加坡国立大学数学系) Department of Mathematics & Institute for Functional Intelligent Materials, National University of Singapore(新加坡国立大学数学系与功能性智能材料研究所)

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2506.03179 2025-06-05 cs.CV cs.AI

Vid-SME: Membership Inference Attacks against Large Video Understanding Models

Qi Li, Runpeng Yu, Xinchao Wang

机构 * National University of Singapore(新加坡国立大学)

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2503.09427 2025-06-05 cs.LG cs.AI

Language-Enhanced Representation Learning for Single-Cell Transcriptomics

Yaorui Shi, Jiaqi Yang, Changhao Nai, Sihang Li, Junfeng Fang, Xiang Wang, Zhiyuan Liu, Yang Zhang

机构 * University of Science and Technology of China(中国科学技术大学) Harbin Institute of Technology(哈尔滨工业大学) National University of Singapore(新加坡国立大学)

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2506.02561 2025-06-04 cs.CL cs.AI

Pruning General Large Language Models into Customized Expert Models

Yirao Zhao, Guizhen Chen, Kenji Kawaguchi, Lidong Bing, Wenxuan Zhang

机构 * National University of Singapore(国立新加坡大学) Nanyang Technological University(南洋理工大学) DAMO Academy, Alibaba Group(阿里达摩院) MiroMind Singapore University of Technology and Design(新加坡科技设计大学)

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2506.02555 2025-06-04 cs.CV

SurgVLM: A Large Vision-Language Model and Systematic Evaluation Benchmark for Surgical Intelligence

Zhitao Zeng, Zhu Zhuo, Xiaojun Jia, Erli Zhang, Junde Wu, Jiaan Zhang, Yuxuan Wang, Chang Han Low, Jian Jiang, Zilong Zheng, Xiaochun Cao, Yutong Ban, Qi Dou, Yang Liu, Yueming Jin

机构 * National University of Singapore(新加坡国立大学) Nanyang Technological University(南洋理工大学) University of Oxford(牛津大学) State Key Laboratory of General Artificial Intelligence, BIGAI(通用人工智能国家重点实验室,BIGAI) Shanghai Jiao Tong University(上海交通大学) Sun Yat-sen University(中山大学) The Chinese University of Hong Kong(香港中文大学)

Comments 29 pages, 5 figures

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2506.02528 2025-06-04 cs.CV

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers

Yan Gong, Yiren Song, Yicheng Li, Chenglin Li, Yin Zhang

机构 * Zhe Jiang University(浙江大学) National University of Singapore(新加坡国立大学)

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2506.02386 2025-06-04 cs.LG cs.AI cs.IT math.IT

Asymptotically Optimal Linear Best Feasible Arm Identification with Fixed Budget

Jie Bian, Vincent Y. F. Tan

机构 * Department of Electrical and Computer Engineering(电子与计算机工程系) National University of Singapore(新加坡国立大学) Department of Mathematics(数学系)

Comments Accepted to the Conference on Uncertainty in Artificial Intelligence (UAI) 2025

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2506.02350 2025-06-04 cs.CL

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection

Herun Wan, Jiaying Wu, Minnan Luo, Zhi Zeng, Zhixiong Su

机构 * Xi’an Jiaotong University(西安交通大学) National University of Singapore(新加坡国立大学)

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2506.02096 2025-06-04 cs.LG cs.CL cs.CV

SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis

Zijian Wu, Jinjie Ni, Xiangyan Liu, Zichen Liu, Hang Yan, Michael Qizhe Shieh

机构 * National University of Singapore(新加坡国立大学) The Chinese University of Hong Kong(香港中文大学)

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2505.20322 2025-06-04 cs.CL cs.AI cs.CV cs.IR cs.LG

Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms

Mengru Wang, Ziwen Xu, Shengyu Mao, Shumin Deng, Zhaopeng Tu, Huajun Chen, Ningyu Zhang

机构 * Zhejiang University(浙江大学) Tencent(腾讯) National University of Singapore(新加坡国立大学) NUS-NCS Joint Lab(新加坡国立大学NCS联合实验室)

Comments ACL 2025

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2411.11190 2025-06-04 eess.IV cs.CV

DeepSPV: A Deep Learning Pipeline for 3D Spleen Volume Estimation from 2D Ultrasound Images

Zhen Yuan, David Stojanovski, Lei Li, Alberto Gomez, Haran Jogeesvaran, Esther Puyol-Antón, Baba Inusa, Andrew P. King

机构 * School of Biomedical Engineering and Imaging Science, King’s College London(生物医学工程与成像科学学院,伦敦国王学院) Department of Biomedical Engineering, National University of Singapore(生物医学工程系,新加坡国立大学) School of Electronics & Computer Science, University of Southampton(电子与计算机科学学院,南安普顿大学) Ultromics Ltd(Ultromics有限公司) Evelina London Children’s Hospital, Guy’s and St Thomas NHS Foundation Trust(埃文琳伦敦儿童医院,盖茨医院及圣 Thomas NHS基金会信托)

Comments arXiv admin note: substantial text overlap with arXiv:2308.08038

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2506.01908 2025-06-03 cs.CV

Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency

Hongyu Li, Songhao Han, Yue Liao, Junfeng Luo, Jialin Gao, Shuicheng Yan, Si Liu

机构 * BUAA(北京航空航天大学) NUS(国立大学新加坡) Meituan(美团)

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2506.01598 2025-06-03 cs.LG physics.comp-ph

PMNO: A novel physics guided multi-step neural operator predictor for partial differential equations

Jin Song, Kenji Kawaguchi, Zhenya Yan

机构 * University of Chinese Academy of Sciences(中国科学院大学) Academy of Mathematics and Systems Science, Chinese Academy of Sciences(中国科学院数学与系统科学研究院) National University of Singapore(新加坡国立大学) Zhongyuan University of Technology(中原工学院)

Comments 27 pages, 12 figures

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2506.01520 2025-06-03 cs.CL

FormFactory: An Interactive Benchmarking Suite for Multimodal Form-Filling Agents

Bobo Li, Yuheng Wang, Hao Fei, Juncheng Li, Wei Ji, Mong-Li Lee, Wynne Hsu

机构 * National University of Singapore(新加坡国立大学) Wuhan University(武汉大学) Zhejiang University(浙江大学) Nanjing University(南京大学)

Comments 8 pages, 7 figures

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2506.01304 2025-06-03 cs.CV

SAM-I2V: Upgrading SAM to Support Promptable Video Segmentation with Less than 0.2% Training Cost

Haiyang Mei, Pengyu Zhang, Mike Zheng Shou

机构 * Show Lab, National University of Singapore(新加坡国立大学Show实验室)

Comments CVPR 2025

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