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Long-Tailed Visual Recognition via Improved Cross-Window Self-Attention and TrivialAugment 期刊论文
IEEE ACCESS, 2023, 卷号: 11, 页码: 49601-49610
作者:  Song, Ying;  Li, Mengxing;  Wang, Bo
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Convolutional neural networks  Continuous wavelet transforms  Data models  Training  Computer vision  Transformers  Transfer learning  Long-tailed recognition  self-attention  vision transformer  CNN  TrivialAugment  
Wireless Channel Propagation Scenarios Identification: A Perspective of Machine Learning 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 47797-47806
作者:  Zhang, Jiachi;  Liu, Liu;  Fan, Yuanyuan;  Zhuang, Lingfan;  Zhou, Tao;  Piao, Zheyan
收藏  |  浏览/下载：37/0  |  提交时间：2020/12/10
Wireless channel  scenarios identification  machine learning  QuaDRiGa platform  high-speed railway scenarios  
Weakly Supervised Cross-Domain Mixed Dish Detection With Mean-Teacher 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 201236-201246
作者:  Deng, Lixi;  Zhang, Xu;  Shang, Zhijie
收藏  |  浏览/下载：28/0  |  提交时间：2021/12/01
Cross domain  detection  food recognition  weakly supervised  
Model Aggregation Method for Data Parallelism in Distributed Real-Time Machine Learning of Smart Sensing Equipment 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 172065-172073
作者:  Fan, Yuchen;  Zhang, Jilin;  Zhao, Nailiang;  Ren, Yongjian;  Wan, Jian;  Zhou, Li;  Shen, Zhongyu;  Wang, Jue;  Zhang, Juncong;  Wei, Zhenguo
收藏  |  浏览/下载：43/0  |  提交时间：2020/12/10
Distributed machine learning  stochastic gradient descent  model aggregation method  smart sensing equipment  
Scheduling-Efficient Framework for Neural Network on Heterogeneous Distributed Systems and Mobile Edge Computing Systems 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 171853-171863
作者:  Zhou, Xiang;  Zhang, Jilin;  Wan, Jian;  Zhou, Li;  Wei, Zhenguo;  Zhang, Juncong
收藏  |  浏览/下载：39/0  |  提交时间：2020/12/10
Heterogeneous distributed system  mobile edge computing system  adaptive scheduling  large-scale machine learning  
Parameter Communication Consistency Model for Large-Scale Security Monitoring Based on Mobile Computing 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 171884-171897
作者:  Yang, Rui;  Zhang, Jilin;  Wan, Jian;  Zhou, Li;  Shen, Jing;  Zhang, Yunchen;  Wei, Zhenguo;  Zhang, Juncong;  Wang, Jue
收藏  |  浏览/下载：42/0  |  提交时间：2020/12/10
Mobile computing  security monitoring  distributed machine learning  limited synchronous parallel model  parameter server  
Indoor Positioning Based on Fingerprint-Image and Deep Learning 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 74699-74712
作者:  Shao, Wenhua;  Luo, Haiyong;  Zhao, Fang;  Ma, Yan;  Zhao, Zhongliang;  Crivello, Antonino
收藏  |  浏览/下载：75/0  |  提交时间：2019/04/03
Indoor positioning  indoor localization  neural networks  fingerprint  feature extraction  
Exploiting Lightweight Statistical Learning for Event-Based Vision Processing 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 19396-19406
作者:  Shi, Cong;  Li, Jiajun;  Wang, Ying;  Luo, Gang
收藏  |  浏览/下载：52/0  |  提交时间：2019/12/10
Address-event representation (AER)  dynamic vision sensor (DVS)  random ferns  statistical learning  neuromorphic processing  
Supervised Collaborative Filtering Based on Ridge Alternating Least Squares and Iterative Projection Pursuit 期刊论文
IEEE ACCESS, 2017, 卷号: 5, 页码: 6600-6607
作者:  Chen, Bo-Wei;  Ji, Wen;  Rho, Seungmin;  Gu, Yu
收藏  |  浏览/下载：39/0  |  提交时间：2019/12/12
Incomplete data analysis  privacy preservation  supervised collaborative filtering  collaborative filtering (CF)  alternating least squares (ALS)  supervised data imputation  data imputation  singular value decomposition (SVD)  supervised nonnegative matrix factorization (NMF)  recommendation system  low-rank matrix approximation  matrix completion  matrix factorization  iterative projection pursuit