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检索条件"机构=Laboratory for Parallel and Distributed Processing"
1112 条 记 录,以下是91-100 订阅
排序:
Exploring Policy Diversity in parallel Actor-Critic Learning
Exploring Policy Diversity in Parallel Actor-Critic Learning
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International Conference on Tools for Artificial Intelligence (ICTAI)
作者: Yanqiang Zhang Yuanzhao Zhai Gongqian Zhou Bo Ding Dawei Feng Songwang Liu National Laboratory for Parallel and Distributed Processing National University of Defense Technology Changsha China Academy of Military Science Beijing China
Exploration is a critical challenge for deep reinforcement learning methods. Although existing works such as actor-critic algorithms have made much progress, most still suffer from the sample inefficiency problem in c... 详细信息
来源: 评论
WBA: A Warping-based Approach to Generating Imperceptible Adversarial Examples
WBA: A Warping-based Approach to Generating Imperceptible Ad...
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IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)
作者: Chengyao Hua Shigeng Zhang Weiping Wang Zhankai Li Jian Zhang School of Computer Science and Engineering Central South University Changsha China Science and Technology on Parallel and Distributed Processing Laboratory (PDL)
The human can easily recognize the incongruous parts of an image, for example, perturbations unrelated to the image itself, but are poor at spotting the small geometric transformations. However, in terms of the robust... 详细信息
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A Dynamic Mapping Model for General CNN Accelerator Based on FPGA  17th
A Dynamic Mapping Model for General CNN Accelerator Based on...
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17th IFIP WG 10.3 International Conference on Network and parallel Computing, NPC 2020
作者: Zhao, Xiaoqiang Jiang, Jingfei Han, Zhe Xu, Jinwei Liu, Zhiqiang National Laboratory for Parallel and Distributed Processing National University of Defense Technology Changsha China Artificial Intelligence Research Center National Innovation Institute of Defense Technology Beijing China
As the application scenarios of convolutional neural network (CNN) become more and more complex, the general CNN accelerator based on matrix multiplication has become a new research focus. The existing mapping methods... 详细信息
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F3A: Fairness-Aware AI-Workloads Allocation Considering Multidimensional User Demands in JointCloud
F3A: Fairness-Aware AI-Workloads Allocation Considering Mult...
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IEEE International Conference on Joint Cloud Computing (JCC)
作者: Jiacheng Yang Guodong Yi Fei Gao Peichang Shi Huaimin Wang National Key Laboratory of Parallel and Distributed Processing College of Computer Science National University of Defense Technology Changsha China Xiangjiang Lab Changsha China School of Advanced Interdisciplinary Studies Hunan University Of Technology and Business Changsha China
With the rapid growth of large language models, cloud computing has become an indispensable component of the AI industry. Cloud service providers(CSPs) are establishing AI data centers to service AI workloads. In the ... 详细信息
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GNNRL-Smoothing: A Prior-Free Reinforcement Learning Model for Mesh Smoothing
arXiv
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arXiv 2024年
作者: Wang, Zhichao C. Chen, Xinhai C. Gong, Chunye Y. Yang, Bo Deng, Liang Sun, Yufei F. Pang, Yufei F. Liu, Jie National University of Defense Technology Science and Technology on Parallel and Distributed Processing Laboratory China National University of Defense Technology Laboratory of Digitizing Software for Frontier Equipment China China Aerodynamics Research and Development Center China Nankai University College of Software China
Mesh smoothing methods can enhance mesh quality by eliminating distorted elements, leading to improved convergence in simulations. To balance the efficiency and robustness of traditional mesh smoothing process, previo... 详细信息
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Global-Localized Agent Graph Convolution for Multi-Agent Reinforcement Learning
Global-Localized Agent Graph Convolution for Multi-Agent Rei...
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IEEE International Conference on Acoustics, Speech and Signal processing
作者: Yuntao Liu Yong Dou Siqi Shen Peng Qiao National University of Defense Technology National Laboratory for Parallel and Distributed Processing
A lot of efforts have been devoted to solving the problem about complex relationship and localized cooperation among a large number of agents in large-scale multi-agent systems. However, global cooperation among all a... 详细信息
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DCSA: The Deployment Mechanism of Chained Serverless Applications in JointCloud Environment
DCSA: The Deployment Mechanism of Chained Serverless Applica...
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IEEE International Conference on Joint Cloud Computing (JCC)
作者: Yaojie Li Peichang Shi Jianfei Liu Rui Li Fei Gao Penghui Ma Dong Xie Guodong Yi National Key Laboratory of Parallel and Distributed Processing College of Computer Science National University of Defense Technology Changsha China Xiangjiang Lab Changsha China School of Advanced Interdisciplinary Studies Hunan University Of Technology and Business Changsha China
Serverless computing, comprised of Function as a Service (FaaS) and Backend as a Service (BaaS), has garnered widespread attention owning to its features such as maintenance-free operations, pay-per-use pricing, and a... 详细信息
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Two-Stage Convolutional Neural Network for Knee Osteoarthritis Diagnosis in X-Rays
Two-Stage Convolutional Neural Network for Knee Osteoarthrit...
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International Conference on Medical Imaging and Computer-Aided Diagnosis, MICAD 2021
作者: Wang, Kang Niu, Xin Dou, Yong Yang, Di Xie, Dongxing Yang, Tuo National Laboratory for Parallel and Distributed Processing School of Computer National University of Defense Technology Changsha410073 China Department of Orthopaedics Xiangya Hospital Central South University Changsha410008 China Department of Health Management Center Xiangya Hospital Central South University Changsha410008 China
Knee osteoarthritis (OA) is a common musculoskeletal illness. To solve the problem that inaccurate knee joint localization and inadequate knee OA features extracted from plain radiographs affect the accuracy of knee O... 详细信息
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Proposing an intelligent mesh smoothing method with graph neural networks
arXiv
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arXiv 2023年
作者: Wang, Zhichao Chen, Xinhai Yan, Junjun Liu, Jie Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense Technology Changsha410073 China Laboratory of Digitizing Software for Frontier Equipment National University of Defense Technology National University of Defense Technology Changsha410073 China
In CFD, mesh smoothing methods are commonly utilized to refine the mesh quality to achieve high-precision numerical simulations. Specifically, optimization-based smoothing is used for high-quality mesh smoothing, but ... 详细信息
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High-performance Network Traffic Classification Based on Graph Neural Network
High-performance Network Traffic Classification Based on Gra...
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IEEE Information Technology, Networking, Electronic and Automation Control Conference
作者: Bo Pang Yongquan Fu Siyuan Ren Yan Jia College of Computer Science and Technology Harbin Institute of Technology Shenzhen China National Key Laboratory for Parallel and Distributed Processing College of Computer National University of Defense Technology Changesha China Peng Cheng Laboratory Shen Zhen China
Network traffic classification is crucial for network security and network management and is one of the most important network tasks. Current state-of-the-art traffic classifiers are based on deep learning models to a... 详细信息
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