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检索条件"主题词=Autoencoder"
4258 条 记 录,以下是571-580 订阅
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MUTUAL CHANNELS LOSS AND CHANNEL-WISE ATTENTION AIDED CONVOLUTIONAL autoencoder FOR HYPERSPECTRAL IMAGE UNMIXING
MUTUAL CHANNELS LOSS AND CHANNEL-WISE ATTENTION AIDED CONVOL...
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IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
作者: Banda, Nithish Reddy Ghorai, Mrinmoy Roy, Swalpa Kumar Indian Inst Informat Technol Sri City 517646 Andhra Pradesh India Jalpaiguri Govt Engn Coll Jalpaiguri 75102 West Bengal India
Hyperspectral imaging is a valuable tool for analyzing and understanding remote sensing data. Our research paper presents a pioneering method for hyperspectral unmixing through the utilization of a convolutional autoe... 详细信息
来源: 评论
autoencoder for Semisupervised Multiple Emotion Detection of Conversation Transcripts
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IEEE TRANSACTIONS ON AFFECTIVE COMPUTING 2021年 第3期12卷 682-691页
作者: Duc-Anh Phan Matsumoto, Yuji Shindo, Hiroyuki Nara Inst Sci & Technol Nara 6300192 Japan Nara Inst Sci & Technol Informat Sci Nara 6300192 Japan
Textual emotion detection is a challenge in computational linguistics and affective computing study as it involves the discovery of all associated emotions expressed within a given piece of text. It becomes an even mo... 详细信息
来源: 评论
autoencoder-based deep metric learning for network intrusion detection
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INFORMATION SCIENCES 2021年 569卷 706-727页
作者: Andresini, Giuseppina Appice, Annalisa Malerba, Donato Univ Bari Aldo Moro Dept Informat Via Orabona 4 I-70125 Bari Italy Consorzio Interuniv Nazl Infomat CINI Rome Italy
Nowadays intrusion detection systems are a mandatory weapon in the war against the ever-increasing amount of network cyber attacks. In this study we illustrate a new intrusion detection method that analyses the flow-b... 详细信息
来源: 评论
autoencoder Constrained Clustering With Adaptive Neighbors
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IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2021年 第1期32卷 443-449页
作者: Li, Xuelong Zhang, Rui Wang, Qi Zhang, Hongyuan Northwestern Polytech Univ Sch Comp Sci Xian 710072 Peoples R China Northwestern Polytech Univ Ctr Opt IMagery Anal & Learning OPTIMAL Xian 710072 Peoples R China
The conventional subspace clustering method obtains explicit data representation that captures the global structure of data and clusters via the associated subspace. However, due to the limitation of intrinsic lineari... 详细信息
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A Design of the End-to-End Wireless Communication System Based on autoencoder and ADALM-PLUTO  11
A Design of the End-to-End Wireless Communication System Bas...
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11th Joint International Information Technology and Artificial Intelligence Conference, ITAIC 2023
作者: Lu, Rui Jiang, Han Ren, Jiangfei Qian, Xuedong Army Engineering University of PLA Nanjing China
The application of deep learning in the field of wireless communication is a research hotspot in current academia. Especially, the research of end-to-end wireless communication technology based on autoencoder is gradu... 详细信息
来源: 评论
Edge-Aware autoencoder Design for Real-Time Mixture-of-Experts Image Compression  56
Edge-Aware Autoencoder Design for Real-Time Mixture-of-Exper...
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56th IEEE International Symposium on Circuits and Systems (ISCAS)
作者: Fleig, Elvira Geistert, Jonas Bochinski, Erik Jongebloed, Rolf Sikora, Thomas Tech Univ Berlin Commun Syst Grp Berlin Germany
Steered-Mixtures-of-Experts (SMoE) models provide sparse, edge-aware representations, applicable to many use-cases in image processing. This includes denoising, super-resolution and compression of 2D- and higher dimen... 详细信息
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A Novel Approach for Fall Detection Using Thermal Imaging and a Stacking Ensemble of autoencoder and 3D-CNN Models
A Novel Approach for Fall Detection Using Thermal Imaging an...
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Annual IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)
作者: Silver, Christopher Akilan, Thangarajah Lakehead Univ Elect & Comp Engn Thunder Bay ON Canada Lakehead Univ Software Engn Thunder Bay ON Canada
Falls are a significant cause of injury and mortality, particularly among the elderly population. Early detection of falls is crucial to mitigate their impact. Thermal imaging is a promising technology for detecting f... 详细信息
来源: 评论
A SPECTRAL-SPATIAL ATTENTION autoencoder NETWORK FOR HYPERSPECTRAL UNMIXING
A SPECTRAL-SPATIAL ATTENTION AUTOENCODER NETWORK FOR HYPERSP...
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IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
作者: Wang, Jie Xu, Jindong Yantai Univ Sch Comp & Control Engn Yantai Peoples R China
Convolutional neural-network-based autoencoders, which can integrate the spatial correlation between pixels well, have been broadly used for hyperspectral unmixing. Nevertheless, these methods are hindered in their pe... 详细信息
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autoencoder-like semi-NMF multiple clustering
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INFORMATION SCIENCES 2021年 572卷 331-342页
作者: Yao, Shihong Hu, Chuli Wang, Tao Cui, Xinyou China Univ Geosci Sch Geog & Informat Engn Wuhan 430078 Peoples R China Cent China Normal Univ Sch Educ Informat Technol Wuhan 430079 Peoples R China Army Engn Univ PLA Ordnance NCO Coll Wuhan 430075 Peoples R China
Clustering is performed to partition samples into disjoint groups for facilitating the discovery of hidden patterns in the data. Many real-world applications involve various clustering methods, most of which only prod... 详细信息
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A Semi-supervised Convolutional autoencoder Framework using Transfer-learning based Pseudo-label Generation for Glaucoma Diagnosis  20
A Semi-supervised Convolutional Autoencoder Framework using ...
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20th IEEE India Council International Conference, INDICON 2023
作者: Saikia, Ronit Suguna, G. Lavanya, R. Coimbatore Amrita Vishwa Vidyapeetham Amrita School of Engineering Department of Electronics and Communication Engineering India
Glaucoma is a retinal disease that causes irreversible damage to the Optic Nerve Head (ONH) and can result in partial or complete blindness if left untreated. Early detection and treatment of the disease can alleviate... 详细信息
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