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检索条件"机构=Institute for Data Science and Computing"
4207 条 记 录,以下是811-820 订阅
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LP-Gaussians: Learnable Parametric Gaussian Splatting for Efficient Dynamic Reconstruction of Single-View Scenes
LP-Gaussians: Learnable Parametric Gaussian Splatting for Ef...
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2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025
作者: Wu, Shaoqi Xie, Weixing Peng, Youhong Li, Jinwen Yao, Jiawei Yao, Junfeng Center for Digital Media Computing School of Film School of Informatics Xiamen University China National Institute for Data Science in Health and Medicine Xiamen University China Key Laboratory of Digital Protection and Intelligent Processing of Intangible Cultural Heritage of Fujian and Taiwan Ministry of Culture and Tourism Taiwan
With the popularity of short video platforms, the number of single-view videos has increased significantly. Existing NeRF-based methods can reconstruct dynamic scenes in a single-view setting, but slow rendering speed... 详细信息
来源: 评论
STRONG BASELINE AND BAG OF TRICKS FOR COVID-19 DETECTION OF CT SCANS
arXiv
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arXiv 2023年
作者: Hsu, Chih-Chung Jian, Chih-Yu Lee, Chia-Ming Tsai, Chi-Han Dai, Sheng-Chieh Institute of Data Science Department of Statistics Center of Data Science Miin Wu School of Computing National Cheng Kung University No.1 University Rd Tainan City Taiwan
This paper investigates the application of deep learning models for lung Computed Tomography (CT) image analysis. Traditional deep learning frameworks encounter compatibility issues due to variations in slice numbers ... 详细信息
来源: 评论
Multi-layer network embedding on scc-based network with motif
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Digital Communications and Networks 2024年 第3期10卷 546-556页
作者: Lu Sun Xiaona Li Mingyue Zhang Liangtian Wan Yun Lin Xianpeng Wang Gang Xu Department of Communication Engineering Institute of Information Science TechnologyDalian Maritime UniversityDalian116026China Key Laboratory of Big Data Intelligent Computing Chongqing University of Posts and TelecommunicationsChongqing400065China Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province DUT School of Software Technology&DUT-RU International School of Information Science and EngineeringDalian University of TechnologyDalian 116620China College of Information and Communication Engineering Harbin Engineering UniversityHarbin 150001China School of Information and Communication Engineering Hainan UniversityHaikou 570228China State Key Laboratory of Millimeter Waves School of Information Science and EngineeringSoutheast UniversityNanjing 210096China
Interconnection of all things challenges the traditional communication methods,and Semantic Communication and computing(SCC)will become new *** is a challenging task to accurately detect,extract,and represent semantic... 详细信息
来源: 评论
Generative Adversarial Network with Soft-Dynamic Time Warping and Parallel Reconstruction for Energy Time Series Anomaly Detection
arXiv
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arXiv 2024年
作者: Prabhu, Hardik Valadi, Jayaraman Arjunan, Pandarasamy Robert Bosch Centre for Cyber Physical Systems Indian Institute of Science Bengaluru India School of Computing and Data Sciences FLAME University Pune India
In this paper, we employ a 1D deep convolutional generative adversarial network (DCGAN) for sequential anomaly detection in energy time series data. Anomaly detection involves gradient descent to reconstruct energy su... 详细信息
来源: 评论
XGBD: Explanation-Guided Graph Backdoor Detection
arXiv
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arXiv 2023年
作者: Guan, Zihan Du, Mengnan Liu, Ninghao School of Computing University of Georgia United States Department of Data Science New Jersey Institute of Technology United States
Backdoor attacks pose a significant security risk to graph learning models. Backdoors can be embedded into the target model by inserting backdoor triggers into the training dataset, causing the model to make incorrect... 详细信息
来源: 评论
Management of Scientific Agricultural Digital Ecosystems Based on Ecosystem Classification  16
Management of Scientific Agricultural Digital Ecosystems Bas...
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16th International Conference Management of Large-Scale System Development, MLSD 2023
作者: Kulba, Vladimir Medennikov, Viktor V.A. Trapeznikov Institute of Control Sciences of the Russian Academy of Sciences Laboratory of Modular Data Processing and Control Systems Moscow Russia Federal Research Center 'Computer Science and Control' of the Russian Academy of Sciences Information and Computing Systems Department Moscow Russia
The paper considers a mathematical model for managing a scientific digital ecosystem exemplified by the agriculture case;the model enables assessing the impact science exerts on the regions' socioeconomic position... 详细信息
来源: 评论
Improving VTE Identification through Adaptive NLP Model Selection and Clinical Expert Rule-based Classifier from Radiology Reports
Improving VTE Identification through Adaptive NLP Model Sele...
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IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
作者: Jamie Deng Yusen Wu Hilary Hayssen Brain Englum Aman Kankaria Minerva Mayorga-Carlin Shalini Sahoo John Sorkin Brajesh Lal Yelena Yesha Phuong Nguyen Frost Institute for Data Science & Computing University of Miami FL USA School of Medicine University of Maryland MD USA
Rapid and accurate identification of Venous thromboembolism (VTE), a severe cardiovascular condition including deep vein thrombosis (DVT) and pulmonary embolism (PE), is important for effective treatment. Leveraging N...
来源: 评论
Distributed and Localized Model-Predictive Control-Part I: Synthesis and Implementation
Distributed and Localized Model-Predictive Control-Part I: S...
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作者: Alonso, Carmen Amo Li, Jing Shuang Anderson, James Matni, Nikolai California Institute of Technology Department of Computing and Mathematical Sciences PasadenaCA91106 United States Columbia University Department of Electrical Engineering and the Data Science Institute New YorkNY10027 United States University of Pennsylvania Department of Electrical and Systems Engineering PhiladelphiaPA19104 United States
The increasing presence of large-scale distributed systems highlights the need for scalable control strategies where only local communication is required. Moreover, in safety-critical systems, it is imperative that su... 详细信息
来源: 评论
Compressing VAE-Based Out-of-Distribution Detectors for Embedded Deployment
Compressing VAE-Based Out-of-Distribution Detectors for Embe...
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IEEE International Conference on Embedded and Real-Time computing Systems and Applications (RTCSA)
作者: Aditya Bansal Michael Yuhas Arvind Easwaran College of Computing and Data Science Nanyang Technological University Singapore Energy Research Institute @ NTU Interdisciplinary Graduate Program Nanyang Technological University Singapore
Out-of-distribution (OOD) detectors can act as safety monitors in embedded cyber-physical systems by identifying samples outside a machine learning model’s training distribution to prevent potentially unsafe actions.... 详细信息
来源: 评论
Black-box Backdoor Defense via Zero-shot Image Purification
arXiv
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arXiv 2023年
作者: Shi, Yucheng Du, Mengnan Wu, Xuansheng Guan, Zihan Sun, Jin Liu, Ninghao School of Computing University of Georgia United States Department of Data Science New Jersey Institute of Technology United States
Backdoor attacks inject poisoned samples into the training data, resulting in the misclassification of the poisoned input during a model’s deployment. Defending against such attacks is challenging, especially for rea... 详细信息
来源: 评论