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检索条件"主题词=autoencoder"
4244 条 记 录,以下是311-320 订阅
排序:
Learning-Based autoencoder for Multiple Access and Interference Channels in Space Optical Communications
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IEEE COMMUNICATIONS LETTERS 2023年 第10期27卷 2662-2666页
作者: Elfikky, Abdelrahman Soltani, Morteza Rezki, Zouheir Univ Calif Santa Cruz Dept Elect Engn & Comp Engn Santa Cruz CA 95064 USA Qualcomm Inc San Diego CA USA
This letter studies an autoencoder (AE) model for a multi-user space optical communications (SOC) system. In particular, a novel layered framework is proposed with batch normalization in the encoder and layer normaliz... 详细信息
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An adaptive serial cascaded autoencoder and LSTM with multivariate regression for ambient air quality prediction with improved flow direction algorithm
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ENERGY SOURCES PART A-RECOVERY UTILIZATION AND ENVIRONMENTAL EFFECTS 2023年 第4期45卷 10304-10329页
作者: Lakshmipathy, Munirathnam Jeevandharakumar, Shanthi Prasad Mysore Kodandaramaiah, Goddamachinnehalli Narayanappa Visvesvaraya Technol Univ Dept ECE Belagavi India Cambridge Inst Technol Dept ECE Bangalore India Kuppam Engn Coll Dept ECE Kuppam India
Forecasting of air quality is an emerging process to evade the entailment of several defects for human as well as environmental resources. Because of the poor quality of air substances, air pollution occurs. Living be... 详细信息
来源: 评论
A Discriminative Cross-Aligned Variational autoencoder for Zero-Shot Learning
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IEEE TRANSACTIONS ON CYBERNETICS 2023年 第6期53卷 3794-3805页
作者: Liu, Yang Gao, Xinbo Han, Jungong Shao, Ling Xidian Univ State Key Lab Integrated Serv Networks Xian 710071 Peoples R China Shanghai Jiao Tong Univ Key Lab Artificial Intelligence Minist Educ Shanghai 200240 Peoples R China Shandong Univ Key Lab Cryptol Technol & Informat Secur Minist Educ Jinan 250100 Peoples R China Southeast Univ Key Lab Comp Network & Informat Integrat Minist Educ Nanjing 211189 Peoples R China Chongqing Univ Posts & Telecommun Chongqing Key Lab Image Cognit Chongqing 400065 Peoples R China Aberystwyth Univ Dept Comp Sci Aberystwyth SY23 3DB Dyfed Wales Incept Inst Artificial Intelligence Abu Dhabi U Arab Emirates
Zero-shot learning (ZSL) aims to classify unseen samples based on the relationship between the learned visual features and semantic features. Traditional ZSL methods typically capture the underlying multimodal data st... 详细信息
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Parameterized Gompertz-Guided Morphological autoencoder for Predicting Pulmonary Nodule Growth
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IEEE TRANSACTIONS ON MEDICAL IMAGING 2023年 第12期42卷 3602-3613页
作者: Fang, Jiansheng Wang, Jingwen Li, Anwei Yan, Yuguang Liu, Hongbo Li, Jiajian Yang, Huifang Hou, Yonghe Yang, Xuening Yang, Ming Liu, Jiang CVTE Res Guangzhou 510530 Peoples R China Guangdong Univ Technol Sch Comp Guangzhou 510006 Peoples R China CVTE Yibicom Hlth Management Ctr Guangzhou 510530 Peoples R China Guangdong Acad Med Sci Guangdong Lung Canc Inst Guangdong Prov Peoples Hosp Guangzhou 510080 Peoples R China Southern Univ Sci & Technol Res Inst Trustworthy Autonomous Syst Shenzhen 518055 Peoples R China Southern Univ Sci & Technol Dept Comp Sci & Engn Shenzhen 518055 Peoples R China
The growth rate of pulmonary nodules is a critical clue to the cancerous diagnosis. It is essential to monitor their dynamic progressions during pulmonary nodule management. To facilitate the prosperity of research on... 详细信息
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Photovoltaic power forecasting with a long short-term memory autoencoder networks
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SOFT COMPUTING 2023年 第15期27卷 10533-10553页
作者: Sabri, Mohammed El Hassouni, Mohammed Mohammed V Univ Rabat LRIT Rabat 1014 Morocco Mohammed V Univ Rabat FLSH Rabat 1014 Morocco
In many developed countries, photovoltaic solar power, which is considered the most cost-effective renewable energy source, accounts for a major portion of electricity production. The photovoltaic (PV) power generatio... 详细信息
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Compressed Feedback Using autoencoder Based on Deep Learning for D2D Communication Networks
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IEEE WIRELESS COMMUNICATIONS LETTERS 2023年 第4期12卷 590-594页
作者: Ban, Tae-Won Gyeongsang Natl Univ Dept Intelligent Commun Engn Tongyeong 53064 South Korea
In this letter, we propose a feedback reduction scheme based on autoencoder and deep reinforcement learning for frequency division duplex (FDD) overlay device-to-device (D2D) communication networks. All D2D receivers ... 详细信息
来源: 评论
Patch-Wise autoencoder Based on Transformer for Radar High-Resolution Range Profile Target Recognition
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IEEE SENSORS JOURNAL 2023年 第23期23卷 29406-29414页
作者: Zhang, Xianwen Wei, Yao Wang, Wenying Nanjing Res Inst Elect Technol Nanjing 210039 Peoples R China
High-resolution range profile (HRRP) is indispensable for modern radar automatic target recognition (RATR) systems and commonly has noisy background and misalignment along the range dimension. In this article, we prop... 详细信息
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autoencoder-based Data Augmentation for Deepfake Detection  23
Autoencoder-based Data Augmentation for Deepfake Detection
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2nd ACM International Workshop on Multimedia AI against Discrimination (MAD)
作者: Stanciu, Dan-Cristian Ionescu, Bogdan Univ Politehn Bucuresti AI Multimedia Lab Bucharest Romania
Image generation has seen huge leaps in the last few years. Less than 10 years ago we could not generate accurate images using deep learning at all, and now it is almost impossible for the average person to distinguis... 详细信息
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Recursive autoencoder network for prediction of CAD model parameters from STEP files  5
Recursive autoencoder network for prediction of CAD model pa...
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5th International Conference on Industry 4.0 and Smart Manufacturing (ISM)
作者: Miles, Victoria Giani, Stefano Vogt, Oliver Kafieh, Raheleh Univ Durham Dept Engn Stockton Rd Durham DH1 3LE England
Databases of 3D CAD (computer aided design) models are often large and lacking in meaningful organisation. Effective tools for automatically searching for, categorising and comparing CAD models, therefore, have many p... 详细信息
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Vector-Quantized Variational autoencoder for pansharpening
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INTERNATIONAL JOURNAL OF REMOTE SENSING 2023年 第20期44卷 6329-6349页
作者: Talbi, Farid Elmezouar, Miloud Chikr Boutellaa, Elhocine Alim, Fatiha Univ Djillali Liabes Sidi Bel Abbes Dept Elect Commun Networks Architecture & Multimedia Lab Sidi Bel Abbes Algeria Ctr Dev Technol Avancees Div Architecture & Syst Multimedia Algiers Algeria Univ MHamed BOUGARA Inst Genie Elect & Elect Boumerdes Algeria
Pansharpening refers to the fusion of a multispectral image (MS) and a panchromatic image (PAN) to obtain a new image with the same spatial resolution as the PAN image and the same spectral resolution as the MS image.... 详细信息
来源: 评论