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检索条件"机构=The Science and Technology on Parallel and Distributed Processing Laboratory"
1118 条 记 录,以下是241-250 订阅
排序:
ME-TCAM: Memory-Efficient Ternary Content Addressable Memory Based on Multipumping-Enabled LUTRAM on FPGA
ME-TCAM: Memory-Efficient Ternary Content Addressable Memory...
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Intelligent Computing and Human-Computer Interaction (ICHCI), International Conference on
作者: Zilin Shi Hui Yang Rulin Liu Jinli Yan Peng Qiao Baosheng Wang College of Computer Science and Technology National University of Defense Technology Changsha China Science and Technology on Parallel and Distributed Processing Laboratory (PDL) National University of Defense Technology Changsha China
Static random access memory (SRAM) on field programmable gate arrays (FPGAs) can be emulated to offer ternary content addressable memory (TCAM) functionality. However, SRAM-based TCAM wastes storage resources. This is... 详细信息
来源: 评论
Towards Making Unsupervised Graph Hashing Robust
Towards Making Unsupervised Graph Hashing Robust
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IEEE International Conference on Multimedia and Expo (ICME)
作者: Xuesong Gu Guohua Dong Xiang Zhang Long Lan Zhigang Luo Science and Technology on Parallel and Distributed Laboratory NUDT NUDT Institute for Quantum Information & HPCL
Unsupervised hashing without supervision easily deteriorates in the case of grossly corrupted data. Motivated by robust optimization, this paper proposes a dual-graph regularized robust hashing (DGRH) based on both ma... 详细信息
来源: 评论
A Risk-Averse Just-In-Time Scheme for Learning-Based Operation of Microgrids with Coupled Electricity-Hydrogen-Ammonia under Uncertainties
arXiv
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arXiv 2024年
作者: Li, Longyan Ning, Chao Pan, Guangsheng Zhang, Leiqi Gu, Wei Zhao, Liang Du, Wenli Shahidehpour, Mohammad Department of Automation Shanghai Jiao Tong University Shanghai200240 China Key Laboratory of System Control and Information Processing Ministry of Education of China Shanghai200240 China School of Electrical Engineering Southeast University Nanjing210096 China Zhejiang Key Laboratory of Distributed Generations and Microgrid Technology State Grid Zhejiang Electric Power Research Institute Hangzhou310014 China Key Laboratory of Smart Manufacturing in Energy Chemical Process Ministry of Education East China University of Science and Technology China Department of Electrical and Computer Engineering Illinois Institute of Technology ChicagoIL60616 United States
This paper proposes a Risk-Averse Just-In-Time (RAJIT) operation scheme for Ammonia-Hydrogen-based Micro-Grids (AHMGs) to boost electricity-hydrogen-ammonia coupling under uncertainties. First, an off-grid AHMG model ... 详细信息
来源: 评论
Multi-representation knowledge distillation for audio classification
arXiv
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arXiv 2020年
作者: Gao, Liang Xu, Kele Wang, Huaimin Peng, Yuxing National Key Laboratory of Parallel and Distributed Processing College of Computer National University of Defense Technology Changsha410073 China
As an important component of multimedia analysis tasks, audio classification aims to discriminate between different audio signal types and has received intensive attention due to its wide applications. Generally speak... 详细信息
来源: 评论
A Prompting-based Approach for Adversarial Example Generation and Robustness Enhancement
arXiv
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arXiv 2022年
作者: Yang, Yuting Huang, Pei Cao, Juan Li, Jintao Lin, Yun Dong, Jin Song Ma, Feifei Zhang, Jian Key Lab of Intelligent Information Processing Institute of Computing Technology Chinese Academy of Sciences Beijing China University of Chinese Academy of Sciences Beijing China Beijing China National University of Singapore Singapore Laboratory of Parallel Software and Computational Science ISCAS Beijing China
Recent years have seen the wide application of NLP models in crucial areas such as finance, medical treatment, and news media, raising concerns of the model robustness and vulnerabilities. In this paper, we propose a ... 详细信息
来源: 评论
A Heterogeneous Processor Design for CNN-Based AI Applications on IoT Devices  8
A Heterogeneous Processor Design for CNN-Based AI Applicatio...
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8th International Conference on Identification, Information and Knowledge in the Internet of Things, IIKI 2019
作者: Liu, Zhiqiang Jiang, Jingfei Lei, Guoqing Chen, Kai Qin, Buyue Zhao, Xiaoqiang Artificial Intelligence Research Center National Innovation Institute of Defense Technology Beijing China National Laboratory for Parallel and Distributed Processing National University of Defense Technology Changsha China College of Computer National University of Defense Technology Changsha China College of System Engineering National University of Defense Technology Changsha China
This paper proposes a heterogeneous processor design for CNN-based AI applications on IoT devices. The heterogeneous processor contains an embedded RISC-V CPU that works as a general processor and an efficient CNN-acc... 详细信息
来源: 评论
A Survey on Approaches and Applications of Knowledge Representation Learning
A Survey on Approaches and Applications of Knowledge Represe...
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IEEE International Conference on Data science in Cyberspace (DSC)
作者: Chenchen Li Aiping Li Ye Wang Hongkui Tu Yichen Song College of Computer National University of Defense Technology ChangSha China College of Computer Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense Technology ChangSha China
Knowledge representation learning (KRL) is one of the important research topics in artificial intelligence and Natural language processing. It can efficiently calculate the semantics of entities and relations in a low...
来源: 评论
Mini-batch cutting plane method for regularized risk minimization
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Frontiers of Information technology & Electronic Engineering 2019年 第11期20卷 1551-1563页
作者: Meng-long LU Lin-bo QIAO Da-wei FENG Dong-sheng LI Xi-cheng LU Science and Technology on Parallel and Distributed Laboratory National University of Defense TechnologyChangsha 410073China
Although concern has been recently expressed with regard to the solution to the non-convex problem, convex optimization is still important in machine learning, especially when the situation requires an interpretable m... 详细信息
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A mesh quality discrimination method based on convolutional neural network
A mesh quality discrimination method based on convolutional ...
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IEEE International Conference on Artificial Intelligence and Computer Applications (ICAICA)
作者: Zhenpeng Xu Xinhai Chen Lihua Chi Jie Liu Chunye Gong Science and Technology on Parallel and Distributed Processing Laboratory & Laboratory of Software Engineering for Complex Systems National University of Defense Technology Changsha China College of Computer Science and Electronic Engineering Hunan University Changsha China
With the rapid development of highperformance computing, computational fluid dynamics (CFD) has become an important part of hydrodynamics and aerodynamics. Mesh quality is the key factor that affects the accuracy and ... 详细信息
来源: 评论
Quantifying robustness to adversarial word substitutions
arXiv
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arXiv 2022年
作者: Yang, Yuting Huang, Pei Ma, Fei Fei Cao, Juan Zhang, Meishan Zhang, Jian Li, Jintao Key Lab Of Intelligent Information Processing Institute Of Computing Technology Chinese Academy Of Sciences Beijing100190 China University Of Chinese Academy Of Sciences Beijing100049 China Beijing100190 China Laboratory Of Parallel Software And Computational Science ISCAS Beijing100190 China China
Deep-learning-based NLP models are found to be vulnerable to word substitution perturbations. Before they are widely adopted, the fundamental issues of robustness need to be addressed. Along this line, we propose a fo... 详细信息
来源: 评论