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检索条件"机构=School of Computer and Data Engineering"
11121 条 记 录,以下是4801-4810 订阅
排序:
Group Multi-View Transformer for 3D Shape Analysis with Spatial Encoding
arXiv
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arXiv 2023年
作者: Xu, Lixiang Cui, Qingzhe Hong, Richang Xu, Wei Chen, Enhong Yuan, Xin Li, Chenglong Tang, Yuanyan The College of Artificial Intelligence and Big Data Hefei University Hefei230027 China The School of Computer Science and Information Engineering Hefei University of Technology Hefei230009 China The Anhui Province Key Laboratory of Big Data Analysis and Application School of Computer Science and Technology University of Science and Technology of China Anhui Hefei230000 China The School of Electrical and Mechanical Engineering The University of Adelaide AdelaideSA5005 Australia The School of Artificial Intelligence Anhui University Hefei230601 China The Zhuhai UM Science and Technology Research Institute FST University of Macau China
In recent years, the results of view-based 3D shape recognition methods have saturated, and models with excellent performance cannot be deployed on memory-limited devices due to their huge size of parameters. To addre... 详细信息
来源: 评论
MQENet: A Mesh Quality Evaluation Neural Network Based on Dynamic Graph Attention
arXiv
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arXiv 2023年
作者: Zhang, Haoxuan Li, Haisheng Li, Nan Wang, Xiaochuan School of Computer Science and Engineering Beijing Technology and Business University Beijing100048 China Beijing Key Laboratory of Big Data Technology for Food Safety Beijing100048 China National Engineering Laboratory for Agri-product Quality Traceability Beijing100048 China
With the development of computational fluid dynamics, the requirements for the fluid simulation accuracy in industrial applications have also increased. The quality of the generated mesh directly affects the simulatio... 详细信息
来源: 评论
Word-Sequence Entropy: Towards Uncertainty Estimation in Free-Form Medical Question Answering Applications and Beyond
arXiv
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arXiv 2024年
作者: Wang, Zhiyuan Duan, Jinhao Yuan, Chenxi Chen, Qingyu Chen, Tianlong Zhang, Yue Wang, Ren Shi, Xiaoshuang Xu, Kaidi Center for Future Media School of Computer Science and Engineering University of Electronic Science and Technology of China Sichuan Chengdu611731 China Department of Computer Science Drexel University PhiladelphiaPA19104 United States Perelman School of Medicine University of Pennsylvania PhiladelphiaPA19104 United States Section of Biomedical Informatics & Data Science Yale School of Medicine Yale University New HavenCT06510 United States Computer Science & Artificial Intelligence Laboratory Massachusetts Institute of Technology CambridgeMA02139 United States Department of Electrical and Computer Engineering Illinois Institute of Technology ChicagoIL60616 United States
Uncertainty estimation is crucial for the reliability of safety-critical human and artificial intelligence (AI) interaction systems, particularly in the domain of healthcare engineering. However, a robust and general ... 详细信息
来源: 评论
DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection
arXiv
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arXiv 2023年
作者: Yan, Zhiyuan Zhang, Yong Yuan, Xinhang Lyu, Siwei Wu, Baoyuan School of Data Science The Chinese University of Hong Kong Shenzhen [CUHK-Shenzhen China Tencent AI Lab China Department of Computer Science and Engineering University at Buffalo State University of New York United States
A critical yet frequently overlooked challenge in the field of deepfake detection is the lack of a standardized, unified, comprehensive benchmark. This issue leads to unfair performance comparisons and potentially mis... 详细信息
来源: 评论
Sensing Aided Uplink Transmission in OTFS ISAC with Joint Parameter Association, Channel Estimation and Signal Detection
arXiv
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arXiv 2023年
作者: Yang, Xi Li, Hang Guo, Qinghua Zhang, J. Andrew Huang, Xiaojing Cheng, Zhiqun The School of Electronics and Information Hangzhou Dianzi University Hangzhou310018 China The School of Electrical Computer and Telecommunications Engineering University of Wollongong WollongongNSW2522 Australia The Global Big Data Technologies Centre University of Technology Sydney UltimoNSW2007 Australia
In this work, we study sensing-aided uplink transmission in an integrated sensing and communication (ISAC) vehicular network with the use of orthogonal time frequency space (OTFS) modulation. To exploit sensing parame... 详细信息
来源: 评论
Optimal Feature Manipulation Attacks against Linear Regression
Optimal Feature Manipulation Attacks against Linear Regressi...
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作者: Li, Fuwei Lai, Lifeng Cui, Shuguang Department of Electrical and Computer Engineering University of California DavisCA95616 United States School of Science and Engineering Shenzhen Research Institute of Big Data and Future Network of Intelligence Institute The Chinese University of Hong Kong Shenzhen518172 China
In this paper, we investigate how to manipulate the coefficients obtained via linear regression by adding carefully designed poisoning data points to the dataset or modifying the original data points. Given the energy... 详细信息
来源: 评论
Low-Resource Named Entity Recognition: Can One-vs-All AUC Maximization Help?
arXiv
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arXiv 2023年
作者: Nguyen, Ngoc Dang Tan, Wei Du, Lan Buntine, Wray Beare, Richard Chen, Changyou Department of Data Science and AI Monash University Melbourne Australia College of Engineering and Computer Science VinUniversity Hanoi Viet Nam Faculty of Medicine Peninsula Clinical School Melbourne Australia Department of CS and Engineering University at Buffalo New York United States
Named entity recognition (NER), a task that identifies and categorizes named entities such as persons or organizations from text, is traditionally framed as a multi-class classification problem. However, this approach... 详细信息
来源: 评论
Out-of-Distribution Detection by Principal Component Correspondence
Out-of-Distribution Detection by Principal Component Corresp...
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IEEE International Conference on Multimedia and Expo (ICME)
作者: Xiaoyuan Guan Zhiyong Gan Ling Deng Wei Shi Jiankang Chen Shenshen Bu Chunliang Zhao Jianfang Hu Yuren Zhou Wei-Shi Zheng Ruixuan Wang School of Computer Science and Engineering Sun Yat-Sen University Guangzhou China Key Laboratory of Machine Intelligence and Advanced Computing MOE Guangzhou China Network Business Group China Unicom Guangzhou China Department of Network Intelligence Pengcheng Laboratory Shenzhen China School of Data and Science Qingdao University of Science and Technology Qingdao China School of Software Engineering Sun Yat-Sen University Zhuhai China
Out-of-distribution (OOD) detection is vital for the safe application of intelligent systems in real-world scenarios. This paper proposes an enhancement to OOD detection by leveraging the consistency in cognition betw... 详细信息
来源: 评论
Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image Segmentation
arXiv
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arXiv 2023年
作者: Zeng, Qingjie Xie, Yutong Lu, Zilin Lu, Mengkang Xia, Yong The National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology School of Computer Science and Engineering Northwestern Polytechnical University Xi’an710072 China The Australian Institute for Machine Learning The University of Adelaide AdelaideSA5000 Australia
Semi-supervised learning (SSL) has been proven beneficial for mitigating the issue of limited labeled data especially on the task of volumetric medical image segmentation. Unlike previous SSL methods which focus on ex... 详细信息
来源: 评论
Classification of cow diet based on milk Mid Infrared Spectra: A data analysis competition at the "International Workshop on Spectroscopy and Chemometrics 2022"
Classification of cow diet based on milk Mid Infrared Spectr...
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作者: Frizzarin, Maria Visentin, Giulio Ferragina, Alessandro Hayes, Elena Bevilacqua, Antonio Dhariyal, Bhaskar Domijan, Katarina Khan, Hussain Ifrim, Georgiana Nguyen, Thach Le Meagher, Joe Menchetti, Laura Singh, Ashish Whoriskey, Suzy Williamson, Robert Zappaterra, Martina Casa, Alessandro Teagasc Animal & Grassland Research and Innovation Centre Moorepark Ireland School of Mathematics and Statistics University College Dublin Ireland Department of Veterinary Medical Sciences University of Bologna Italy Teagasc Food Research Centre Ashtown Ireland Teagasc Food Research Centre Moorepark Ireland School of Computer Science University College Dublin Ireland Department of Mathematics and Statistics National University of Ireland Maynooth Ireland Insight Centre for Data Analytics University College Dublin Ireland School of Biosciences and Veterinary Medicine University of Camerino Italy School of Electronics Electrical Engineering and Computer Science Queen's University Belfast United Kingdom Department of Agricultural and Food Sciences University of Bologna Italy Faculty of Economics and Management Free University of Bozen-Bolzano Italy
In April 2022, the Vistamilk SFI Research Centre organized the second edition of the "International Workshop on Spectroscopy and Chemometrics – Applications in Food and Agriculture". Within this event, a da... 详细信息
来源: 评论