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检索条件"主题词=variational autoencoder"
1537 条 记 录,以下是661-670 订阅
排序:
Regularizing variational autoencoders for Molecular Graph Generation  1
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26th International Conference on Neural Information Processing (ICONIP) of the Asia-Pacific-Neural-Network-Society (APNNS)
作者: Li, Xin Lyu, Xiaoqing Zhang, Hao Hu, Keqi Tang, Zhi Peking Univ Beijing Peoples R China Beijing Inst Technol Beijing Peoples R China China Univ Min & Technol Beijing Peoples R China
Deep generative models for graphs are promising for being able to sidestep expensive search procedures in the huge space of chemical compounds. However, incorporating complex and non-differentiable property metrics in... 详细信息
来源: 评论
DISENTANGLEMENT LEARNING FOR variational autoencoderS APPLIED TO AUDIO-VISUAL SPEECH ENHANCEMENT
DISENTANGLEMENT LEARNING FOR VARIATIONAL AUTOENCODERS APPLIE...
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IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)
作者: Carbajal, Guillaume Richter, Julius Gerkmann, Timo Univ Hamburg Signal Proc SP Hamburg Germany
Recently, the standard variational autoencoder has been successfully used to learn a probabilistic prior over speech signals, which is then used to perform speech enhancement. variational autoencoders have then been c... 详细信息
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Empirical Evaluation of variational autoencoders for Data Augmentation  13
Empirical Evaluation of Variational Autoencoders for Data Au...
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13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) / International Conference on Computer Vision Theory and Applications (VISAPP)
作者: Jorge, Javier Vieco, Jesus Paredes, Roberto Andreu Sanchez, Joan Miguel Benedi, Jose Univ Politecn Valencia Dept Sistemas Informat & Computat Valencia Spain
Since the beginning of Neural Networks, different mechanisms have been required to provide a sufficient number of examples to avoid overfitting. Data augmentation, the most common one, is focused on the generation of ... 详细信息
来源: 评论
Wake-Sleep variational autoencoders for Language Modeling  24th
Wake-Sleep Variational Autoencoders for Language Modeling
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24th International Conference on Neural Information Processing (ICONIP)
作者: Shen, Xiaoyu Su, Hui Niu, Shuzi Klakow, Dietrich Saarland Univ Spoken Language Syst LSV Saarbrucken Germany Univ Chinese Acad Sci Software Inst Beijing Peoples R China
variational autoencoders (VAEs) are known to easily suffer from the KL-vanishing problem when combining with powerful autoregressive models like recurrent neural networks (RNNs), which prohibits their wide application... 详细信息
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Expanding variational autoencoders for learning and exploiting latent representations in search distributions  18
Expanding variational autoencoders for learning and exploiti...
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Genetic and Evolutionary Computation Conference (GECCO)
作者: Garciarena, Unai Santana, Roberto Mendiburu, Alexander Univ Basque Country Intelligent Syst Grp Donostia San Sebastian Spain
In the past, evolutionary algorithms (EAs) that use probabilistic modeling of the best solutions incorporated latent or hidden variables to the models as a more accurate way to represent the search distributions. Rece... 详细信息
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ENSEMBLE OF UNSUPERVISED LEARNED IMAGE REPRESENTATIONS BASED ON variational autoencoderS FOR LUNG ADENOCARCINOMA SUBTYPE DIFFERENTIATION  20
ENSEMBLE OF UNSUPERVISED LEARNED IMAGE REPRESENTATIONS BASED...
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20th IEEE International Symposium on Biomedical Imaging (ISBI)
作者: Cano, Fabian Alvarez-Jimenez, Charlems Romero, Eduardo Cruz-Roa, Angel Univ Nacl Colombia Cim Lab Res Grp Bogota Colombia Univ Llanos GITECX Villavicencio Colombia Univ Llanos Adalab Res Grp Villavicencio Colombia
Lung adenocarcinoma is a type of non-small cell lung cancer that accounts for about 40% of all lung cancers, which is divided into different molecular and histological subtypes associated with particular prognosis and... 详细信息
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Providing Previously Unseen Users Fair Recommendations Using variational autoencoders  23
Providing Previously Unseen Users Fair Recommendations Using...
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17th ACM Conference on Recommender Systems (RecSys)
作者: Vassoy, Bjornar Langseth, Helge Kille, Benjamin Norwegian Univ Sci & Technol Trondheim Trondelag Norway
An emerging definition of fairness in machine learning requires that models are oblivious to demographic user information, e.g., a user's gender or age should not influence the model. Personalized recommender syst... 详细信息
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Synthetic Electrochemical Biosensor Data with Conditional variational autoencoders for Enhanced Predictive Modeling
Synthetic Electrochemical Biosensor Data with Conditional Va...
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2024 IEEE Sensors Conference
作者: Teo, Desmond Kai Xiang Maul, Tomas Tan, Michelle Tien Tien Univ Nottingham Malaysia Dept Elect & Elect Engn Semenyih Selangor Malaysia Univ Nottingham Malaysia Sch Comp Sci Semenyih Selangor Malaysia Univ Nottingham Malaysia Nanotechnol Res Grp Semenyih Selangor Malaysia
Electrochemical biosensors (EB) have revolutionized various domains with their rapid and sensitive analyte detection capabilities. However, as EBs advance to tackle more challenging targets, the complexity of post hoc... 详细信息
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Digital pathology whole slide image compression with Vector Quantized variational autoencoders
Digital pathology whole slide image compression with Vector ...
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Conference on Medical Imaging - Digital and Computational Pathology
作者: Keighley, Jason de Kamps, Marc Wright, Alexander Treanor, Darren Univ Leeds Woodhouse Lane Leeds LS2 9JT W Yorkshire England Leeds Teaching Hosp NHS Trust Great George St Leeds LS1 3EX W Yorkshire England Linkoping Univ Dept Clin Pathol Linkoping Sweden Linkoping Univ Dept Clin & Expt Med Linkoping Sweden Linkoping Univ Ctr Med Image Sci & Visualizat CMIV Linkoping Sweden Univ Leeds LIDA Leeds W Yorkshire England Alan Turing Inst 96 Euston Rd London NW1 2DB England
Digital pathology Whole Slide Images (WSIs) are large images (similar to 30 GB/slide uncompressed) of high resolution (0.25 microns per pixel), presenting a significant data storage challenge for hospitals wishing to ... 详细信息
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DP-VAE: Human-Readable Text Anonymization for Online Reviews with Differentially Private variational autoencoders  22
DP-VAE: Human-Readable Text Anonymization for Online Reviews...
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31st ACM Web Conference (WWW)
作者: Weggenmann, Benjamin Rublack, Valentin Andrejczuk, Michael Mattern, Justus Kerschbaum, Florian SAP Secur Res Karlsruhe Germany Univ Edinburgh Edinburgh Scotland Univ Waterloo Waterloo ON Canada
While vast amounts of personal data are shared daily on public online platforms and used by companies and analysts to gain valuable insights, privacy concerns are also on the rise: Modern authorship attribution techni... 详细信息
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