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Two-stage deep neural network for diagnosing fungal keratitis via in vivo confocal microscopy images 期刊论文
SCIENTIFIC REPORTS, 2024, 卷号: 14, 期号: 1, 页码: 11
作者:  Li, Chun-Peng;  Dai, Weiwei;  Xiao, Yun-Peng;  Qi, Mengying;  Zhang, Ling-Xiao;  Gao, Lin;  Zhang, Fang-Lue;  Lai, Yu-Kun;  Liu, Chang;  Lu, Jing;  Chen, Fen;  Chen, Dan;  Shi, Shuai;  Li, Shaowei;  Zeng, Qingyan;  Chen, Yiqiang
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Fungal keratitis  Image classification  Neural network  Transformer  
CPU-GPU Cooperative QoS Optimization of Personalized Digital Healthcare Using Machine Learning and Swarm Intelligence 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2024, 卷号: 21, 期号: 4, 页码: 521-533
作者:  Cao, Kun;  Cui, Yangguang;  Li, Liying;  Zhou, Junlong;  Hu, Shiyan
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Electronic healthcare  Quality of service  Graphics processing units  Central Processing Unit  Reliability  Machine learning  Estimation  CPU-GPU MPSoCs  machine learning  lifetime reliability  personalized digital healthcare  swarm intelligence  
A novel feature integration method for named entity recognition model in product titles 期刊论文
COMPUTATIONAL INTELLIGENCE, 2024, 卷号: 40, 期号: 3, 页码: 19
作者:  Sun, Shiqi;  Zhang, Kun;  Li, Jingyuan;  Sun, Xinghang;  Cen, Jianhe;  Wang, Yuanzhuo
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
multitask learning  named entity recognition  natural language processing  
AutoQNN: An End-to-End Framework for Automatically Quantizing Neural Networks 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2024, 卷号: 39, 期号: 2, 页码: 401-420
作者:  Gong, Cheng;  Lu, Ye;  Dai, Su-Rong;  Deng, Qian;  Du, Cheng-Kun;  Li, Tao
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
automatic quantization  mixed precision  quantizing scheme search  quantizing precision learning  quantized architecture generation  
SketchFaceNeRF: Sketch-based Facial Generation and Editing in Neural Radiance Fields 期刊论文
ACM TRANSACTIONS ON GRAPHICS, 2023, 卷号: 42, 期号: 4, 页码: 17
作者:  Gao, Lin;  Liu, Feng-Lin;  Chen, Shu-Yu;  Jiang, Kaiwen;  Li, Chunpeng;  Lai, Yu-Kun;  Fu, Hongbo
收藏  |  浏览/下载:16/0  |  提交时间:2023/12/04
Sketch-based Interaction  Neural Radiance Fields  Face Modeling  Face Editing  
XAI-enabled neural network analysis of metabolite spatial distributions 期刊论文
ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2023, 页码: 12
作者:  Ma, Wenwu;  Luo, Lanfang;  Liang, Kun;  Liu, Taoyan;  Su, Jiali;  Wang, Yuefan;  Li, Jun;  Zhou, S. Kevin;  Shyh-Chang, Ng
收藏  |  浏览/下载:15/0  |  提交时间:2023/12/04
Mass spectrometry imaging  Deep neural networks  Feature extraction  Pathway analysis  Aging  
AGCM-3DLF: Accelerating Atmospheric General Circulation Model via 3-D Parallelization and Leap-Format 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2023, 卷号: 34, 期号: 3, 页码: 766-780
作者:  Cao, Hang;  Yuan, Liang;  Zhang, He;  Zhang, Yunquan;  Wu, Baodong;  Li, Kun;  Li, Shigang;  Zhang, Minghua;  Lu, Pengqi;  Xiao, Junmin
收藏  |  浏览/下载:24/0  |  提交时间:2023/07/12
Atmospheric general circulation model  3-D decomposition  leap-format finite-difference  heterogeneous acceleration  
RingMo: A Remote Sensing Foundation Model With Masked Image Modeling 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 22
作者:  Sun, Xian;  Wang, Peijin;  Lu, Wanxuan;  Zhu, Zicong;  Lu, Xiaonan;  He, Qibin;  Li, Junxi;  Rong, Xuee;  Yang, Zhujun;  Chang, Hao;  He, Qinglin;  Yang, Guang;  Wang, Ruiping;  Lu, Jiwen;  Fu, Kun
收藏  |  浏览/下载:33/0  |  提交时间:2023/12/04
Foundation model  masked image modeling (MIM)  pretraining  remote sensing (RS)  self-supervised  Vision Transformer (ViT)  
Multi-View Matrix Factorization for Sparse Mobile Crowdsensing 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 24, 页码: 25767-25779
作者:  Li, Xiaocan;  Xie, Kun;  Xie, Gaogang;  Li, Kenli;  Cao, Jiannong;  Zhang, Dafang;  Wen, Jigang
收藏  |  浏览/下载:23/0  |  提交时间:2023/07/12
Sparse matrices  Sensors  Data models  Estimation  Indexes  Air quality  Task analysis  Matrix factorization  mobile crowdsensing (MCS)  
An Accurate and Efficient Large-Scale Regression Method Through Best Friend Clustering 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2022, 卷号: 33, 期号: 11, 页码: 3129-3140
作者:  Li, Kun;  Yuan, Liang;  Zhang, Yunquan;  Chen, Gongwei
收藏  |  浏览/下载:40/0  |  提交时间:2022/12/07
Clustering algorithms  Training  Mathematical models  Computational modeling  Libraries  Kernel  Support vector machines  Distributed machine learning  scalable algorithm  large-scale clustering  parallel regression