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检索条件"任意字段=Parallel and Distributed Methods for Image Processing"
798 条 记 录,以下是61-70 订阅
排序:
Communication-Efficient Federated Learning With Compensated Overlap-FedAvg
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IEEE TRANSACTIONS ON parallel AND distributed SYSTEMS 2022年 第1期33卷 192-205页
作者: Zhou, Yuhao Ye, Qing Lv, Jiancheng Sichuan Univ Coll Comp Sci Chengdu 610017 Peoples R China
While petabytes of data are generated each day by a number of independent computing devices, only a few of them can be finally collected and used for deep learning (DL) due to the apprehension of data security and pri... 详细信息
来源: 评论
Detecting Adversarial Samples for Deep Learning Models: A Comparative Study
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IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING 2022年 第1期9卷 231-244页
作者: Zhang, Shigeng Chen, Shuxin Liu, Xuan Hua, Chengyao Wang, Weiping Chen, Kai Zhang, Jian Wang, Jianxin Cent South Univ Sch Comp Sci & Engn Changsha 410083 Hunan Peoples R China Chinese Acad Sci State Key Lab Informat Secur Inst Informat Engn Beijing 100093 Peoples R China Hunan Univ Coll Comp Sci & Elect Engn Changsha 410082 Hunan Peoples R China Sci & Technol Parallel & Distributed Proc Laborat Changsha 410073 Peoples R China Chinese Acad Sci Inst Informat Engn SKLOIS Beijing 100093 Peoples R China Univ Chinese Acad Sci Sch Cyber Secu Rity Beijing Peoples R China
Deep learning techniques such as convolutional neural networks (CNNs) have been used in a wide range of fields due to their superior performance, e.g., image classification, autonomous driving and natural language pro... 详细信息
来源: 评论
Sentences Similarity Model Based on Fusion of Semantic, Syntactic and Word Order Multi-Features  4
Sentences Similarity Model Based on Fusion of Semantic, Synt...
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4th International Conference on Information Science, parallel and distributed Systems, ISPDS 2023
作者: Zhou, Ya Zhao, Ning Huang, Guimin Deng, Nanxiao Guo, Qingkai School of Computer Science and Information Security Guilin University of Electronic Technology Guangxi Key Laboratory of Image and Graphic Intelligent Processing Guilin China
In sentence similarity research methods, sentence similarity is often calculated from semantic aspects, however, the influence of other features is ignored. For example, the influence of sentence syntactic structure a... 详细信息
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Domain Adaptive Semantic Segmentation via image Translation and Representation Alignment  19
Domain Adaptive Semantic Segmentation via Image Translation ...
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19th IEEE International Symposium on parallel and distributed processing with Applications (IEEE ISPA)
作者: Kang, Jingxuan Zang, Bin Cao, Weipeng Univ Liverpool Sch Comp Sci Liverpool Merseyside England Beijing Inst Technol Sch Comp Sci & Technol Beijing Peoples R China Shenzhen Univ Coll Comp Sci & Software Engn Shenzhen Peoples R China
Domain Adaptation for semantic segmentation is of vital significance since it enables effective knowledge transfer from a labeled source domain (i.e., synthetic data) to an unlabeled target domain (i.e., real images),... 详细信息
来源: 评论
A Fast Search Algorithm for SqueeSAR distributed Scatterers in the Problem of Calculating Displacement Velocities
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PROGRAMMING AND COMPUTER SOFTWARE 2021年 第6期47卷 426-438页
作者: Popov, S. E. Potapov, V. P. Fed Res Ctr Informat & Computat Technol Pr Akad Lavrenteva 6 Novosibirsk 630090 Russia
This paper describes a software implementation of a fast distributed scatterer search algorithm for the problem of displacement velocity calculation based on the Apache Spark platform. A complete scheme for calculatin... 详细信息
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AMQGaussian: Efficient 3D Gaussian Representation with Asymmetric Mixed-precision Quantization
AMQGaussian: Efficient 3D Gaussian Representation with Asymm...
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International Symposium on parallel and distributed processing with Applications, ISPA
作者: Yong Kou Qing Ye Yanci Zhang Xia Yuan Jinlong He College of Computer Science Sichuan University Chengdu China
3D Gaussian Splatting (3DGS) has recently gained increasing attention in novel-view scene synthesis. However, it requires millions of 3D Gaussian spheres to achieve high-quality rendered images, leading to substantial... 详细信息
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A Noise-Based Approach Augmented with Neural Cleanse and JPEG Compression to Counter Adversarial Attacks on image Classification Systems
A Noise-Based Approach Augmented with Neural Cleanse and JPE...
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Euromicro Conference on parallel, distributed and Network-Based processing
作者: Igor Kotenko Igor Saenko Oleg Lauta Nikita Vasiliev Vladimir Sadovnikov Laboratory of Computer Security Problems St. Petersburg Federal Research Center of the Russian Academy of Sciences (SPC RAS) Saint-Petersburg Russia Department of Telecommunications and Information Security Admiral Makarov State University of Maritime and Inland Shipping Saint-Petersburg Russia
Adversarial attacks are now becoming quite a dangerous means of disrupting image processing systems that use machine learning methods for decision making. Therefore, developing effective countermeasures against advers... 详细信息
来源: 评论
Deep learning-based computer aided diagnosis model for skin cancer detection and classification
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distributed AND parallel DATABASES 2022年 第4期40卷 717-736页
作者: Adla, Devakishan Reddy, G. Venkata Rami Nayak, Padmalaya Karuna, G. JNTUH Hyderabad India VJIT Dept IT Hyderabad India JNTUH Sch Informat Technol Hyderabad India GRIET Dept CSE Hyderabad India JNTUH Dept CSE GRIET Hyderabad India
Skin cancer is a commonly occurring disease, which affects people of all age groups. Automated detection of skin cancer is needed to decrease the death rate by identifying the diseases at the initial stage. The visual... 详细信息
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Spatial-Frequency Integration Network with Dual Prompt Learning for Few-shot image Classification
Spatial-Frequency Integration Network with Dual Prompt Learn...
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International Symposium on parallel and distributed processing with Applications, ISPA
作者: Yi Liu Jie He Shoukun Xu Guangqi Jiang Academy of Computing and Artificial Intelligence Changzhou University Changzhou 213164 Jiangsu China Changzhou China
Few-shot image classification is a challenging task that aims to recognize image classes based on only a few training images. However, existing methods face the following two main challenges: (1) Ignoring the frequenc... 详细信息
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parallel Coregistration Algorithm For Sar images Based On Hadoop
Parallel Coregistration Algorithm For Sar Images Based On Ha...
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IEEE International Symposium on Geoscience and Remote Sensing (IGARSS)
作者: Jiawei Li Guobing Zeng Huaping Xu School of Electronic and Information Engineering Beihang University Beijing China
As the availability of SAR images continues to grow, efficient coregistration of massive SAR images presents a greater challenge. Traditional serial coregistration methods impose an unbearable time overhead. To reduce...
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