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检索条件"机构=Parallel Distributed Computing Laboratory"
317 条 记 录,以下是61-70 订阅
排序:
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
来源: 评论
A New Method for Evaluating Core Developers In Open Source Software  13
A New Method for Evaluating Core Developers In Open Source S...
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13th IEEE International Conference on Software Engineering and Service Science, ICSESS 2022
作者: Song, Yulin Wang, Tao Shen, Yang Chang, Junsheng National University of Defense Technology National Laboratory for Parallel and Distributed Processing Hunan Province Changsha China National University of Defense Technology Institute for Quantum Information State Key Laboratory of High Performance Computing Hunan Province Changsha China
The high-quality development of Open Source Software(OSS) benefits from the contributions of developers. An important research question is how to truly assess the extent of contribution of all developers in open sourc... 详细信息
来源: 评论
Meta-Tsallis-Entropy Minimization: A New Self-Training Approach for Domain Adaptation on Text Classification
arXiv
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arXiv 2023年
作者: Lu, Menglong Huang, Zhen Tian, Zhiliang Zhao, Yunxiang Fei, Xuanyu Li, Dongsheng National Key Laboratory of Parallel and Distributed Computing National University of Defense Technology China Beijing Institute of Biotechnology China Suiren Information China
Text classification is a fundamental task for natural language processing, and adapting text classification models across domains has broad applications. Self-training generates pseudo-examples from the model’s predi... 详细信息
来源: 评论
XGrad: Boosting Gradient-Based Optimizers With Weight Prediction
arXiv
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arXiv 2023年
作者: Guan, Lei Li, Dongsheng Shi, Yanqi Meng, Jian The Department of Mathematics National University of Defense Technology Changsha China The National Key Laboratory of Parallel and Distributed Computing National University of Defense Technology China
In this paper, we propose a general deep learning training framework XGrad which introduces weight prediction into the popular gradient-based optimizers to boost their convergence and generalization when training the ... 详细信息
来源: 评论
PTQ-SO: A Scale Optimization-based Approach for Post-training Quantization of Edge computing
PTQ-SO: A Scale Optimization-based Approach for Post-trainin...
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International Conference on Computer Supported Cooperative Work in Design
作者: Kangkang Liu Ningjiang Chen College of Computer and Electronic Information Guangxi University Nanning China Education Department of Guangxi Zhuang Autonomous Region Key Laboratory of Parallel Distributed and Intelligent Computing Guangxi University Nanning China
With the increasing performance of deep convolutional neural networks, they have been widely used in many computer vision tasks. However, a huge convolutional neural network model requires a lot of memory and computin... 详细信息
来源: 评论
A Counterfactual Ultrasound Anti-Interference Self-Supervised Network for B-mode Ultrasound Tongue Extraction
A Counterfactual Ultrasound Anti-Interference Self-Supervise...
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International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
作者: Yan Jia Yuqing Cheng Kele Xu Yong Dou Peng Qiao Zhouyu He National Key Laboratory of Parallel and Distributed Computing College of Computer Science and Technology National University of Defense Technology Changsha China College of Systems Engineering National University of Defense Technology Changsha China
B-mode ultrasound tongue imaging is a non-invasive and real-time method for visualizing vocal tract deformation. However, accurately extracting the tongue’s surface contour remains a significant challenge due to the ... 详细信息
来源: 评论
Cooperative Air-Ground Instant Delivery by UAVs and Crowdsourced Taxis  40
Cooperative Air-Ground Instant Delivery by UAVs and Crowdsou...
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40th IEEE International Conference on Data Engineering, ICDE 2024
作者: Gao, Junhui Wang, Qianru Zhang, Xin Shi, Juan Zhao, Xiang Han, Qingye Pan, Yan School of Computer Science Northwestern Polytechnical University China School of Computer Science and Technology Xidian University China Air Force Engineering University China National University of Defense Technology Laboratory for Big Data and Decision China School of Management Science and Real Estate Chongqing University China National University of Defense Technology National Key Laboratory of Information Systems Engineering China National University of Defense Technology National Key Laboratory of Parallel and Distributed Computing China
Instant delivery has become a fundamental service in people's daily lives. Different from the traditional express service, the instant delivery has a strict shipping time constraint after being ordered. However, t... 详细信息
来源: 评论
ACCURATE AND EFFICIENT FINE-TUNING OF QUANTIZED LARGE LANGUAGE MODELS THROUGH OPTIMAL BALANCE
arXiv
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arXiv 2024年
作者: Shen, Ao Wang, Qiang Lai, Zhiquan Li, Xionglve Li, Dongsheng National Key Laboratory of Parallel and Distributed Computing National University of Defense Technology Hunan Changsha410073 China College of computer National University of Defense Technology Hunan Changsha410073 China
Large Language Models (LLMs) have demonstrated impressive performance across various domains. However, the enormous number of model parameters makes fine-tuning challenging, significantly limiting their application an... 详细信息
来源: 评论
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
来源: 评论
Graph Structure Learning via Transfer Entropy for Multivariate Time Series Anomaly Detection
Graph Structure Learning via Transfer Entropy for Multivaria...
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International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
作者: Mingyu Liu Yijie Wang Xiaohui Zhou Yongjun Wang National Key Laboratory of Parallel and Distributed Computing College of Computer Science and Technology National University of Defense Technology Changsha China College of Computer Science and Technology National University of Defense Technology Changsha China
Multivariate time series anomaly detection (MTAD) poses a challenge due to temporal and feature dependencies. The critical aspects of enhancing the detection performance lie in accurately capturing the dependencies be... 详细信息
来源: 评论