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检索条件"主题词=Deep Learning Optimization"
25 条 记 录,以下是21-30 订阅
排序:
ParticleAugment: Sampling-based data augmentation
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COMPUTER VISION AND IMAGE UNDERSTANDING 2023年 第1期228卷
作者: Tsaregorodtsev, Alexander Belagiannis, Vasileios Ulm Univ Albert-Einstein-Allee 41 D-89081 Ulm Germany Friedrich Alexander Univ Erlangen Nurnberg Cauerstr 7 D-91058 Erlangen Germany
We present an automated data augmentation approach for image classification. The problem is formulated as a Monte Carlo sampling problem where the goal is to approximate the optimal augmentation policies using a polic... 详细信息
来源: 评论
Integrating GNSS and INS Data with deep learning-Enhanced Invariant Extended Kalman Filter for Train Localization
Integrating GNSS and INS Data with Deep Learning-Enhanced In...
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第43届中国控制会议
作者: Zheyu Sun Haifeng Song Min Zhou Hao Yin Hairong Dong School of Automation and Intelligence Beijing Jiaotong University School of Electronic and Information Engineering Beihang University College of Electrical Engineering and Automation Shandong University of Science and Technology
Ensuring precise train localization is crucial for the operational safety and efficiency of railway networks. Conventional localization techniques face limitations due to dynamic environmental noise, impacting the acc... 详细信息
来源: 评论
A Stagewise Hyperparameter Scheduler to Improve Generalization  21
A Stagewise Hyperparameter Scheduler to Improve Generalizati...
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27th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)
作者: Sun, Jianhui Yang, Ying Xun, Guangxu Zhang, Aidong Univ Virginia Charlottesville VA 22901 USA Univ Michigan Ann Arbor MI 48109 USA
Stochastic gradient descent (SGD) augmented with various momentum variants (e.g. heavy ball momentum (SHB) and Nesterov's accelerated gradient (NAG)) has been the default optimizer for many learning tasks. Tuning ... 详细信息
来源: 评论
A Survey on Edge Computing Systems and Tools
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PROCEEDINGS OF THE IEEE 2019年 第8期107卷 1537-1562页
作者: Liu, Fang Tang, Guoming Li, Youhuizi Cai, Zhiping Zhang, Xingzhou Zhou, Tongqing Sun Yat Sen Univ Sch Data & Comp Sci Guangzhou 510006 Guangdong Peoples R China Natl Univ Def Technol Key Lab Sci & Technol Informat Syst Engn Changsha 410073 Hunan Peoples R China Hangzhou Dianzi Univ Sch Comp Sci & Technol Hangzhou 310002 Zhejiang Peoples R China Natl Univ Def Technol Coll Comp Changsha 410073 Hunan Peoples R China Chinese Acad Sci Inst Comp Technol State Key Lab Comp Architecture Beijing 100190 Peoples R China
Driven by the visions of Internet of Things and 5G communications, the edge computing systems integrate computing, storage, and network resources at the edge of the network to provide computing infrastructure, enablin... 详细信息
来源: 评论
deep learning hashing for mobile visual search
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EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING 2017年 第1期2017卷 1页
作者: Liu, Wu Ma, Huadong Qi, Heng Zhao, Dong Chen, Zhineng Beijing Univ Posts & Telecommun Beijing Key Lab Intelligent Telecommun Software & Beijing 100876 Peoples R China Chinese Acad Sci Inst Automat Beijing 100190 Peoples R China
The proliferation of mobile devices is producing a new wave of mobile visual search applications that enable users to sense their surroundings with smart phones. As the particular challenges of mobile visual search, a... 详细信息
来源: 评论