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检索条件"机构=The Science and Technology on Parallel and Distributed Laboratory"
542 条 记 录,以下是61-70 订阅
An unsupervised deep learning framework for gene regulatory network inference from single-cell expression data
An unsupervised deep learning framework for gene regulatory ...
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IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
作者: Guo Mao Jie Liu Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense Technology Changsha China Laboratory of Software Engineering for Complex System National University of Defense Technology Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense Technology Changsha China
Recent advances in single-cell RNA sequencing (scRNA-seq) technology provides unprecedented opportunities for reconstruction gene regulation networks (GRNs). At present, many different models have been proposed to inf...
来源: 评论
Transfer learning for deep neural network-based partial differential equations solving
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Advances in Aerodynamics 2021年 第1期3卷 635-648页
作者: Xinhai Chen Chunye Gong Qian Wan Liang Deng Yunbo Wan Yang Liu Bo Chen Jie Liu Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense TechnologyChangshaChina China Aerodynamics Research and Development Center MianyangChina.
Deep neural networks(DNNs)have recently shown great potential in solving partial differential equations(PDEs).The success of neural network-based surrogate models is attributed to their ability to learn a rich set of ... 详细信息
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A Novel Evaluation Strategy to Artificial Neural Network Model Based on Bionics
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Journal of Bionic Engineering 2022年 第1期19卷 224-239页
作者: Sen Tian Jin Zhang Xuanyu Shu Lingyu Chen Xin Niu You Wang School of Mathematics and Statistics Hunan Normal UniversityChangsha410081China College of Information Science and Engineering Hunan Normal UniversityChangsha410081China School of Computer and Communication Engineering Changsha University of Science and TechnologyChangsha410114China Key Laboratory of Industrial Control Technology Zhejiang UniversityHangzhou310058China Science and Technology on Parallel and Distributed Laboratory College of ComputerNational University of Defense TechnologyChangsha410199China Key Laboratory of Industrial Control Technology Institute of Cyber Systems and ControlZhejiang UniversityHangzhou310027China
With the continuous deepening of Artificial Neural Network(ANN)research,ANN model structure and function are improving towards diversification and ***,the model is more evaluated from the pros and cons of the problem-... 详细信息
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Highly parallelized Reinforcement Learning Training with Relaxed Assignment Dependencies
arXiv
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arXiv 2025年
作者: He, Zhouyu Qiao, Peng Li, Rongchun Dou, Yong Tan, Yusong College of Computer Science and Technology National University of Defense Technology China National Key Laboratory of Parallel and Distributed Computing National University of Defense Technology China
As the demands for superior agents grow, the training complexity of Deep Reinforcement Learning (DRL) becomes higher. Thus, accelerating training of DRL has become a major research focus. Dividing the DRL training pro... 详细信息
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Hemo-FS-SAM2: Few-Shot Tuning on Hemorrhage Segmentation of Segment Anything Model 2
Hemo-FS-SAM2: Few-Shot Tuning on Hemorrhage Segmentation of ...
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Advanced Algorithms and Control Engineering (ICAACE), International Conference on
作者: Xi Wang Peng Qiao Yong Dou National Key Laboratory of Parallel and Distributed Computing College of Computer Science and Technology National University of Defense Technology National University of Defense Technology Changsha China
Surgical hemorrhage is a common occurrence in surgeries. Accurate segmentation of hemorrhage regions is important for surgical navigation and post-operative assessment. Some segmentation models focused on medical imag... 详细信息
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Large-scale graph processing systems: a survey
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信息与电子工程前沿(英文版) 2020年 第3期21卷 384-404页
作者: Ning LIU Dong-sheng LI Yi-ming ZHANG Xiong-lve LI Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense TechnologyChangsha 410000China
Graph is a significant data structure that describes the relationship between entries. Many application domains in the real world are heavily dependent on graph data. However, graph applications are vastly different f... 详细信息
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Jammer Localization for Wireless Sensor Networks
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Chinese Journal of Electronics 2023年 第4期20卷 735-738页
作者: SUN Yanqiang WANG Xiaodong ZHOU Xingming National Key Laboratory for Parallel and Distributed Processing College of Computer Science National University of Defense Technology Changsha China
Jamming attack can severely affect the performance of Wireless sensor networks (WSNs) due to the broadcast nature of wireless medium. In order to localize the source of the attacker, we in this paper propose a jammer ... 详细信息
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Smoothing Point Adjustment-Based Evaluation of Time Series Anomaly Detection
Smoothing Point Adjustment-Based Evaluation of Time Series A...
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International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
作者: Mingyu Liu Yijie Wang Hongzuo Xu Xiaohui Zhou Bin Li Yongjun Wang Science and Technology on Parallel and Distributed Processing Laboratory College of Computer National University of Defense Technology Changsha China
Anomalies in time series appear consecutively, forming anomaly segments. Applying the classical point-based evaluation metrics to evaluate the detection performance of segments leads to considerable underestimation, s... 详细信息
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Handling polysemous triggers and arguments in event extraction:an adaptive semantics learning strategy with reward-penalty mechanism
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Frontiers of Information technology & Electronic Engineering 2025年 第4期26卷 534-555页
作者: Haili LI Zhiliang TIAN Xiaodong WANG Yunyan ZHOU Shilong PAN Jie ZHOU Qiubo XU Dongsheng LI National Key Laboratory of Parallel and Distributed Computing National University of Defense TechnologyChangsha 410073China College of Computer Science and Technology National University of Defense TechnologyChangsha 410073China Unit 63891 of PLA Luoyang 471003China Unit 63893 of PLA Luoyang 471003China State Key Laboratory of Complex Electromagnetic Environment Effects on Electronics and Information System Luoyang 471003China
Event extraction(EE)is a complex natural language processing(NLP)task that aims at identifying and classifying triggers and arguments in raw *** polysemy of triggers and arguments stands out as one of the key challeng... 详细信息
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Effective Anomaly Detection Based on Reinforcement Learning in Network Traffic Data  27
Effective Anomaly Detection Based on Reinforcement Learning ...
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27th IEEE International Conference on parallel and distributed Systems, ICPADS 2021
作者: Wang, Zhongyang Wang, Yijie Xu, Hongzuo Wang, Yongjun National University of Defense Technology Science and Technology on Parallel Distributed Processing Laboratory College of Computer China
Mixed-type data with both categorical and numerical features are ubiquitous in network security, but the existing methods are minimal to deal with them. Existing methods usually process mixed-type data through feature... 详细信息
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