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检索条件"机构=Laboratory for Parallel and Distributed Processing"
1115 条 记 录,以下是41-50 订阅
排序:
Implicit Neural Alignment Network for Arbitrary-scale Space-Time Video Super-Resolution
Implicit Neural Alignment Network for Arbitrary-scale Space-...
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International Joint Conference on Neural Networks (IJCNN)
作者: Qin Jiang Qinglin Wang Lihua Chi Jie Liu Science and Technology on Parallel and Distributed Processing Laboratory Laboratory of Digitizing Software for Frontier Equipment Hunan GuoKe Computility Technology Co. Ltd
Space-time video super-resolution (STVSR) is a comprehensive task comprising two subtasks: video super resolution in space dimension and video frame interpolation in time dimension. Conventional decoupled two-stage ap... 详细信息
来源: 评论
Transformer in reinforcement learning for decision-making:a survey
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Frontiers of Information Technology & Electronic Engineering 2024年 第6期25卷 763-790页
作者: Weilin YUAN Jiaxing CHEN Shaofei CHEN Dawei FENG Zhenzhen HU Peng LI Weiwei ZHAO College of Information and Communication National University of Defense TechnologyWuhan 430014China College of Intelligence Science and Technology National University of Defense TechnologyChangsha 410072China Laboratory for Parallel and Distributed Processing National University of Defense TechnologyChangsha 410072China
Reinforcement learning(RL)has become a dominant decision-making paradigm and has achieved notable success in many real-world ***,deep neural networks play a crucial role in unlocking RL’s potential in large-scale dec... 详细信息
来源: 评论
DDPER: DECENTRALIZED distributed PRIORITIZED EXPERIENCE REPLAY
DDPER: DECENTRALIZED DISTRIBUTED PRIORITIZED EXPERIENCE REPL...
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2021 IEEE International Conference on Multimedia and Expo, ICME 2021
作者: Liu, Sidun Qiao, Peng Dou, Yong Li, Rongchun National Laboratory for Parallel and Distributed Processing National University of Defense Technology Hunan China
In off-policy reinforcement learning, prioritized experience replay plays an important role. However, the centralized prioritized experience replay becomes the bottleneck for efficient training. We propose to approxim... 详细信息
来源: 评论
parallelization of Fast Monte Carlo Dose Calculation for Radiotherapy Treatment Planning on the ARMv8 Architecture  11
Parallelization of Fast Monte Carlo Dose Calculation for Rad...
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11th International Conference on Information Science and Technology, ICIST 2021
作者: Jin, Chi Wang, Qinglin Zhao, Yang Dou, Yong National University of Defense Technology Science and Technology on Parallel and Distributed Processing Laboratory Changsha China
Monte Carlo (MC) simulation plays a key role in radiotherapy. Since the simulation time of the MC program cannot fully meet the clinical requirements, we use the ARM-based FT-2000+ multi-core processor for paralleliza... 详细信息
来源: 评论
Adversarial Attack and Defense for Transductive Support Vector Machine
Adversarial Attack and Defense for Transductive Support Vect...
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International Joint Conference on Neural Networks (IJCNN)
作者: Li Liu Haiyan Chen Changchun Yin Liming Fang College of Computer Science and Technology Nanjing University of Aeronautics and Astronautics China Science and Technology on Parallel and Distributed Processing Laboratory (PDL) China
As a classic semi-supervised approach, the Transductive Support Vector Machine (TSVM) has exhibited remarkable accuracy by utilizing unlabeled data. However, the robustness of TSVM against adversarial attacks remains ... 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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CHIME: A Cache-Efficient and High-Performance Hybrid Index on Disaggregated Memory  24
CHIME: A Cache-Efficient and High-Performance Hybrid Index o...
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30th ACM Symposium on Operating Systems Principles, SOSP 2024
作者: Luo, Xuchuan Shen, Jiacheng Zuo, Pengfei Wang, Xin Lyu, Michael R. Zhou, Yangfan National Key Laboratory of Parallel and Distributed Computing Changsha China School of Computer Science Fudan University Shanghai China Duke Kunshan University Kunshan China Huawei Cloud Shenzhen China Shanghai Key Laboratory of Intelligent Information Processing Shanghai China The Chinese University of Hong Kong Hong Kong Hong Kong
Disaggregated memory (DM) is a widely discussed datacenter architecture in academia and industry. It decouples computing and memory resources from monolithic servers into two network-connected resource pools. Range in... 详细信息
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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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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...
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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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