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检索条件"主题词=Variational autoencoder"
1534 条 记 录,以下是1251-1260 订阅
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Winding System for Fishing Simulator with Real Rod  20
Winding System for Fishing Simulator with Real Rod
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20th International Symposium on Communications and Information Technologies (ISCIT)
作者: Honda, Yoshimichi Kawamura, Arata Kyoto Sangyo Univ Div Frontier Informat Kyoto Japan
To enjoy fishing indoors, we study a hardware-type fishing simulator that employs a real fishing rod. In this paper, as the first step of our research, we develop a pull force acquisition system and a winding system t... 详细信息
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Future Network Traffic Matrix Synthesis and Estimation Based on Deep Generative Models  30
Future Network Traffic Matrix Synthesis and Estimation Based...
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30th International Conference on Computer Communications and Networks (ICCCN)
作者: Kakkavas, Grigorios Kalntis, Michail Karyotis, Vasileios Papavassiliou, Symeon Natl Tech Univ Athens Sch Elect & Comp Engn Iroon Polytech 9 Athens 15780 Greece Ionian Univ Dept Informat Tsirigoti Sq 7 Corfu 49132 Greece
Traffic matrices (TMs) contain information that is essential for network management, traffic engineering, and anomaly detection. However, constructing a TM through direct traffic measurements has a high administrative... 详细信息
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PCovNet: A presymptomatic COVID-19 detection framework using deep learning model using wearables data
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COMPUTERS IN BIOLOGY AND MEDICINE 2022年 147卷 105682-105682页
作者: Abir, Farhan Fuad Alyafei, Khalid Chowdhury, Muhammad E. H. Khandakar, Amith Ahmed, Rashid Hossain, Muhammad Maqsud Mahmud, Sakib Rahman, Ashiqur Abbas, Tareq O. Zughaier, Susu M. Naji, Khalid Kamal Univ Dhaka Dept Elect & Elect Engn Dhaka 1000 Bangladesh Qatar Univ Coll Engn Dept Mech & Ind Engn Doha 2713 Qatar Qatar Univ Dept Elect Engn Doha 2713 Qatar Qatar Univ Biomed Res Ctr Doha 2713 Qatar North South Univ NSU Genome Res Inst NGRI Dhaka 1229 Bangladesh Tohoku Univ Inst Multidisciplinary Res Adv Mat Sendai Japan Surg Dept Urol Div Sidra Med Doha 26999 Qatar Qatar Univ Coll Med Dept Basic Med Sci QU Hlth Doha 2713 Qatar Qatar Univ Coll Engn Doha 2713 Qatar
While the advanced diagnostic tools and healthcare management protocols have been struggling to contain the COVID-19 pandemic, the spread of the contagious viral pathogen before the symptom onset acted as the Achilles... 详细信息
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VAPER: A deep learning model for explainable probabilistic regression
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JOURNAL OF COMPUTATIONAL SCIENCE 2022年 第0期63卷
作者: Jung, Seungwon Noh, Yoona Moon, Jaeuk Hwang, Eenjun Korea Univ Sch Elect Engn Seoul 02841 South Korea
A probabilistic regression model provides decision-makers with the regression output along with its quantitative uncertainty for given input variables. Even though this uncertainty may help to avoid serious consequenc... 详细信息
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A review of molecular representation in the age of machine learning
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WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL MOLECULAR SCIENCE 2022年 第5期12卷 e1603-e1603页
作者: Wigh, Daniel S. Goodman, Jonathan M. Lapkin, Alexei A. Univ Cambridge Dept Chem Engn & Biotechnol Cambridge CB3 0AS England Univ Cambridge Yusuf Hamied Dept Chem Cambridge England
Research in chemistry increasingly requires interdisciplinary work prompted by, among other things, advances in computing, machine learning, and artificial intelligence. Everyone working with molecules, whether chemis... 详细信息
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Driver Intent-Based Intersection Autonomous Driving Collision Avoidance Reinforcement Learning Algorithm
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SENSORS 2022年 第24期22卷 9943-9943页
作者: Chen, Ting Chen, Youjing Li, Hao Gao, Tao Tu, Huizhao Li, Siyu Changan Univ Sch Informat Engn Xian 710064 Peoples R China Tongji Univ Coll Transportat Engn Key Lab Rd Traff Engn Minist Educ Shanghai 201804 Peoples R China
With the rapid development of artificial intelligent technology, the deep learning method is widely applied to predict human driving intentions due to its relative accuracy of prediction, which is one of critical link... 详细信息
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Subtle anomaly detection: Application to brain MRI analysis of de novo Parkinsonian patients
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ARTIFICIAL INTELLIGENCE IN MEDICINE 2022年 125卷 102251-102251页
作者: Munoz-Ramirez, Veronica Kmetzsch, Virgilio Forbes, Florence Meoni, Sara Moro, Elena Dojat, Michel Univ Grenoble Alpes INRIA Grenoble INP CNRSLJK F-38000 Grenoble France Univ Grenoble Alpes Inserm U1216 CHU Grenoble Alpes Grenoble Inst Neurosci F-38000 Grenoble France CHU Grenoble Alpes Div Neurol F-38000 Grenoble France
With the advent of recent deep learning techniques, computerized methods for automatic lesion segmentation have reached performances comparable to those of medical practitioners. However, little attention has been pai... 详细信息
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Protecting gender and identity with disentangled speech representations  22
Protecting gender and identity with disentangled speech repr...
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Interspeech Conference
作者: Stoidis, Dimitrios Cavallaro, Andrea Queen Mary Univ London Ctr Intelligent Sensing London England
Besides its linguistic content, our speech is rich in biometric information that can be inferred by classifiers. Learning privacy-preserving representations for speech signals enables downstream tasks without sharing ... 详细信息
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ECG Data Modeling and Analyzing via Deep Representation Learning and Nonparametric Hidden Markov Models  21
ECG Data Modeling and Analyzing via Deep Representation Lear...
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44th International ACM SIGIR Conference on Research and Development in Information Retrieval
作者: Zhu, Jiaojiao Fan, Wentao Huaqiao Univ Dept Comp Sci & Technol Xiamen Fujian Peoples R China Soochow Univ Prov Key Lab Comp Informat Proc Technol Xiamen Fujian Peoples R China
In modern clinical medicine, electrocardiogram (ECG) is a common diagnosis technique of cardiovascular diseases. The purpose of this paper is to propose a novel model-based clustering approach for analyzing ECG data. ... 详细信息
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Statistical Modeling of Pulmonary Vasculatures with Topological Priors in CT Volumes  4th
Statistical Modeling of Pulmonary Vasculatures with Topologi...
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4th Int Workshop on Interpretabil of Machine Intelligence in Med Image Comp (iMIMIC) / 1st Int Workshop on Topol Data Analysis and Its Applicat for Med Data (TDA4MedicalData) at 24th Int Conf on Med Image Comp and Comp Assisted Intervent (MICCAI)
作者: Saeki, Yuki Saito, Atsushi Cousty, Jean Kenmochi, Yukiko Shimizu, Akinobu Tokyo Univ Agr & Technol Tokyo Japan Univ Gustave Eiffel CNRS ESIEE Paris LIGM Marne La Vallee France
A statistical appearance model of blood vessels based on variational autoencoder (VAE) is well adapted to image intensity variations. However, images reconstructed with such a statistical model may have topological de... 详细信息
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