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检索条件"机构=Hunan University of Science and Technology College of Computer Science and Technology"
96202 条 记 录,以下是1-10 订阅
Rotation-invariant face detection with guided deformable attention
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International Journal of Information and Communication technology 2024年 第8期25卷 31-48页
作者: Deng, Bin Deng, Guanghui College of Computer Science Hunan University of Technology Hunan Zhuzhou412007 China College of Science Hunan University of Technology Hunan Zhuzhou412007 China
Detecting rotated faces has always been a challenging task. Fixed convolutional kernels struggle to effectively match features after rotation, while the sampling point offsets of deformable convolutions are limited by... 详细信息
来源: 评论
Trade-off Performance and Energy Efficiency by Optimizing the Data Flow for PIM Architectures
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IEEE Transactions on computer-Aided Design of Integrated Circuits and Systems 2024年 第7期44卷 2530-2543页
作者: Zhao, Yunping Ma, Sheng Tang, Yuhua Liu, Hengzhu Li, Dongsheng The College of Computer Science and Technology National University of Defense Technology Hunan China
The Processing-In-Memory (PIM) architecture becomes a promising candidate for deep learning accelerators by integrating computation and memory. Most PIM-based studies improve the performance and energy efficiency by u... 详细信息
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Coarse-to-fine lightweight meta-embedding for ID-based recommendations
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science China(Information sciences) 2025年 第4期68卷 82-97页
作者: Yang WANG Haipeng LIU Zeqian YI Biao QIAN Meng WANG School of Computer Science and Information Engineering Hefei University of Technology College of Information and Intelligence Hunan Agricultural University
State-of-the-art recommender systems are increasingly focused on optimizing implementation efficiency, such as enabling on-device recommendations under memory constraints. Current methods commonly use lightweight embe... 详细信息
来源: 评论
Semi-Supervised Multi-Task Deep Learning for WiFi Fingerprint Database Construction in Building-Scale Localization
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IEEE Transactions on Consumer Electronics 2024年 第1期71卷 488-500页
作者: Wang, Chun Luo, Juan Yin, Luxiu Li, Chuang Huang, Wenbin Liang, Wei Li, Kuan-Ching Hunan Normal University College of Information Science and Engineering China Hunan University College of Computer Science and Electronic Engineering China Hunan University of Science and Technology School of Computer Science and Engineering China Nanjing University of Information Science and technology School of Computer Science China
WiFi-based indoor positioning has emerged as a crucial technology for enabling smart consumer electronic applications, particularly in large-scale buildings. The construction of WiFi fingerprint databases using receiv... 详细信息
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STDNet: A Spatio-Temporal Decomposition Neural Network for Multivariate Time Series Forecasting
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Tsinghua science and technology 2024年 第4期29卷 1232-1247页
作者: Zhuolun Jiang Zefei Ning Hao Miao Li Wang College of Computer Science and Technology(College of Data Science) Taiyuan University of TechnologyJinzhong 030600China
Long-term multivariate time series forecasting is an important task in engineering applications. It helps grasp the future development trend of data in real-time, which is of great significance for a wide variety of f... 详细信息
来源: 评论
Metarelation2vec:A Metapath-Free Scalable Representation Learning Model for Heterogeneous Networks
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Tsinghua science and technology 2024年 第2期29卷 553-575页
作者: Lei Chen Yuan Li Yong Lei Xingye Deng School of Information and Electrical Engineering Hunan University of Science and TechnologyXiangtan 411201China School of Computer Science and Engineering Hunan University of Science and TechnologyXiangtan 411201China
Metapaths with specific complex semantics are critical to learning diverse semantic and structural information of heterogeneous networks(HNs)for most of the existing representation learning ***,any metapaths consistin... 详细信息
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A Global-Local Parallel Dual-Branch Deep Learning Model with Attention-Enhanced Feature Fusion for Brain Tumor MRI Classification
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computers, Materials & Continua 2025年 第4期83卷 739-760页
作者: Zhiyong Li Xinlian Zhou School of Computer Science and Engineering Hunan University of Science and TechnologyXiangtan411100China
Brain tumor classification is crucial for personalized treatment *** deep learning-based Artificial Intelligence(AI)models can automatically analyze tumor images,fine details of small tumor regions may be overlooked d... 详细信息
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Research on Stock Price Prediction Method Based on the GAN-LSTM-Attention Model
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computers, Materials & Continua 2025年 第1期82卷 609-625页
作者: Peng Li Yanrui Wei Lili Yin College of Computer Science and Technology Harbin University of Science and TechnologyHarbin150006China
Stock price prediction is a typical complex time series prediction problem characterized by dynamics,nonlinearity,and *** paper introduces a generative adversarial network model that incorporates an attention mechanis... 详细信息
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Local Content-Aware Enhancement for Low-Light Images with Non-Uniform Illumination
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computers, Materials & Continua 2025年 第3期82卷 4669-4690页
作者: Qi Mu Yuanjie Guo Xiangfu Ge Xinyue Wang Zhanli Li College of Computer Science and Technology Xi’an University of Science and TechnologyXi’an710054China
In low-light image enhancement,prevailing Retinex-based methods often struggle with precise illumina-tion estimation and brightness *** can result in issues such as halo artifacts,blurred edges,and diminished details ... 详细信息
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Graph Similarity Learning Based on Learnable Augmentation and Multi-Level Contrastive Learning
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computers, Materials & Continua 2025年 第3期82卷 5135-5151页
作者: Jian Feng Yifan Guo Cailing Du College of Computer Science & Technology Xi’an University of Science and TechnologyXi’an710054China
Graph similarity learning aims to calculate the similarity between pairs of *** unsupervised graph similarity learning methods based on contrastive learning encounter challenges related to random graph augmentation st... 详细信息
来源: 评论