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检索条件"机构=Science and Technology on Parallel & Distributed Processing Laboratory"
1119 条 记 录,以下是131-140 订阅
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
Enhancing Code Representation Learning for Code Search with Abstract Code Semantics
Enhancing Code Representation Learning for Code Search with ...
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International Joint Conference on Neural Networks (IJCNN)
作者: Shaojie Zhang Yiwei Ding Enrui Hu Yue Yu Yu Zhang Department of Computer Science and Engineering Southern University of Science and Technology Shenzhen China Peng Cheng Laboratory Shenzhen China Distributed and Parallel Software Lab Huawei Shenzhen China
Code representation learning is an important way to encode the semantics of source code through pre-training. The learned representation supports a variety of downstream tasks, such as natural language code search and... 详细信息
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Deep Time Series Anomaly Detection with Local Temporal Pattern Learning
Deep Time Series Anomaly Detection with Local Temporal Patte...
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International Conference on Acoustics, Speech, and Signal processing (ICASSP)
作者: Yizhou Li Yijie Wang Hongzuo Xu Xiaohui Zhou National Key Laboratory of Parallel and Distributed Computing College of Computer Science and Technology National University of Defense Technology Changsha China Intelligent Game and Decision Lab (IGDL) Beijing China
Self-supervised time series anomaly detection (TSAD) demonstrates remarkable performance improvement by extracting high-level data semantics through proxy tasks. Nonetheless, most existing self-supervised TSAD techniq... 详细信息
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A Survey on Talking Head Generation: The Methods, Status and Challenges
SSRN
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SSRN 2023年
作者: Cai, Yali Qiao, Peng Li, Dongsheng National Key Laboratory of Parallel and Distributed Computing College of Computer Science and Technology National University of Defense Technology Changsha410073 China
The talking head generation aims to synthesize a speech video of the source identity from a driving video or audio or text data irrelevant to the source identity. It can not only be applied to games and virtual realit... 详细信息
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Research on Integrated Detection of SQL Injection Behavior Based on Text Features and Traffic Features  10th
Research on Integrated Detection of SQL Injection Behavior B...
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10th International Conference on Computer Engineering and Networks, CENet 2020
作者: Li, Ming Liu, Bo Xing, Guangsheng Wang, Xiaodong Wang, Zhihui College of Intelligence Science and Technology National University of Defence Technology Changsha410073 China National Key Laboratory of Parallel and Distributed Processing College of Computer Science and Technology National University of Defence Technology Changsha410073 China
With the rapid development of Internet technology, various network attack methods come out one after the other. SQL injection has become one of the most severe threats to Web applications and seriously threatens vario... 详细信息
来源: 评论
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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DMSA: Decentralized and Multi-keyword Selective Data Sharing and Acquisition
DMSA: Decentralized and Multi-keyword Selective Data Sharing...
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International Symposium on parallel and distributed processing with Applications, ISPA
作者: Moheng Lin Peichang Shi Xiang Fu Feng Jiang Guodong Yi National Key Laboratory of Parallel and Distributed Computing College of Computer Science National University of Defense Technology Changsha China Xiangjiang Lab Changsha China
Blockchain technology has been extensively uti-lized in decentralized data-sharing applications, with the immutability of blockchain providing a witness for the circulation of data. However, current blockchain data-sh... 详细信息
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Simultaneously Learning Syntactic Dependency and Semantics Reasonability for Relation Extraction
Simultaneously Learning Syntactic Dependency and Semantics R...
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International Conference on Image, Vision and Intelligent Systems, ICIVIS 2021
作者: Wang, Xin Yin, Nan Zhang, Xiang Bai, Xinyi Luo, Zhigang College of Computer National University of Defense Technology Changsha China Institute for Quantum and State Key Laboratory of High Performance Computing National University of Defense Technology Changsha China Science and Technology on Parallel and Distributed Laboratory National University of Defense Technology Changsha China
Relation extraction as an important Natural Language processing (NLP) task is to identify relations between named entities in text. Recently, graph convolutional networks over dependency trees have been widely used to... 详细信息
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FedNAT: Byzantine-robust Federated Learning through Activation-based Attention Transfer
FedNAT: Byzantine-robust Federated Learning through Activati...
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IEEE International Conference on Data Mining Workshops (ICDM Workshops)
作者: Mengxin Wang Liming Fang Kuiqi Chen College of Computer Science and Technology Nanjing University of Aeronautics and Astronautics Nanjing China Nanjing University of Aeronautics and Astronautics Shenzhen Research Institute Shenzhen China Science and Technology on Parallel and Distributed Processing Laboratory (PDL) Changsha China
Federated learning (FL) is a decentralized machine learning framework that prioritizes privacy by allowing clients to train statistical models without sharing their private data, thus eliminating the impact of data fo...
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Multi-Outputs Is All You Need For Deblur
arXiv
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arXiv 2022年
作者: Liu, Sidun Qiao, Peng Dou, Yong Science and Technology on Parallel and Distributed Laboratory National University of Defense Technology Hunan China
Image deblurring task is an ill-posed one, where exists infinite feasible solutions for blurry image. Modern deep learning approaches usually discard the learning of blur kernels and directly employ end-to-end supervi... 详细信息
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