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检索条件"主题词=Variational autoencoder"
1534 条 记 录,以下是331-340 订阅
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On a Possible Quantum variational autoencoder Circuit
On a Possible Quantum Variational Autoencoder Circuit
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International Joint Conference on Neural Networks (IJCNN)
作者: Pramanik, Sayantan Chandra, M. Girish TCS Res Pune Maharashtra India
Generative Models have always attracted the attention of Machine Learning research community;they are useful and also generally harder than their discriminative counterparts. In these models, we would be looking into ... 详细信息
来源: 评论
A supervised subtype differentiation learning for building invariant features of non-small cell lung cancer in a latent space of a variational autoencoder  17
A supervised subtype differentiation learning for building i...
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17th International Symposium on Medical Information Processing and Analysis
作者: Cano, Fabian Cruz-Roa, Angel Alvarez-Jimenez, Charlens Becerra, David Siabatto, Andres Romero, Eduardo Univ Nacl Colombia Sede Bogota Comp Imaging & Med Applicat Lab CIMA LAB Bogota Colombia Univ Llanos GITECX Res Grp Automat Data Driven Analyt Lab AdaLab Villavicencio Meta Colombia
This work presents a supervised subtype differentiation learning of lung cancer features in a latent space constructed with a variational autoencoder. In such space, complicated patterns are quantified by estimating a... 详细信息
来源: 评论
Learning robust speech representation with an articulatory-regularized variational autoencoder  22
Learning robust speech representation with an articulatory-r...
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Interspeech Conference
作者: Georges, Marc-Antoine Girin, Laurent Schwartz, Jean-Luc Hueber, Thomas Univ Grenoble Alpes CNRS GIPSA Lab F-38000 Grenoble France Univ Grenoble Alpes CNRS LPNC F-38000 Grenoble France
It is increasingly considered that human speech perception and production both rely on articulatory representations. In this paper, we investigate whether this type of representation could improve the performances of ... 详细信息
来源: 评论
GUIDED variational autoencoder FOR SPEECH ENHANCEMENT WITH A SUPERVISED CLASSIFIER
GUIDED VARIATIONAL AUTOENCODER FOR SPEECH ENHANCEMENT WITH A...
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IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
作者: Carbajal, Guillaume Richter, Julius Gerkmann, Timo Univ Hamburg Signal Proc SP Hamburg Germany
Recently, variational autoencoders have been successfully used to learn a probabilistic prior over speech signals, which is then used to perform speech enhancement. However, variational autoencoders are trained on cle... 详细信息
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Behavioral Cloning in Atari Games Using a Combined variational autoencoder and Predictor Model
Behavioral Cloning in Atari Games Using a Combined Variation...
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IEEE Congress on Evolutionary Computation (IEEE CEC)
作者: Chen, Brian Tandon, Siddhant Gorsich, David Gorodetsky, Alex Veerapaneni, Shravan Univ Michigan Dept Math Ann Arbor MI 48109 USA Univ Michigan Dept Aerosp Engn Ann Arbor MI 48109 USA US Army DEVCOM Ground Vehicle Syst Ctr Warren MI USA
We explore an approach to behavioral cloning in video games. We are motivated to pursue a learning architecture that is data efficient and provides opportunity for interpreting player strategies and replicating player... 详细信息
来源: 评论
CLASSIFICATION OF EXPERT-NOVICE LEVEL USING EYE TRACKING AND MOTION DATA VIA CONDITIONAL MULTIMODAL variational autoencoder
CLASSIFICATION OF EXPERT-NOVICE LEVEL USING EYE TRACKING AND...
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IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
作者: Akamatsu, Yusuke Maeda, Keisuke Ogawa, Takahiro Haseyama, Miki Hokkaido Univ Grad Sch Informat Sci & Technol Sapporo Hokkaido Japan Hokkaido Univ Off Inst Res Sapporo Hokkaido Japan Hokkaido Univ Fac Informat Sci & Technol Sapporo Hokkaido Japan
Sensor data from wearable devices have been utilized to analyze differences between experts and novices. Previous studies attempted to classify the expert-novice level from sensor data based on supervised learning met... 详细信息
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A QUATERNION-VALUED variational autoencoder
A QUATERNION-VALUED VARIATIONAL AUTOENCODER
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IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
作者: Grassucci, Eleonora Comminiello, Danilo Uncini, Aurelio Sapienza Univ Rome Dept Informat Engn Elect & Telecommun DIET Via Eudossiana 18 I-00184 Rome Italy
Deep probabilistic generative models have achieved incredible success in many fields of application. Among such models, variational autoencoders (VAEs) have proved their ability in modeling a generative process by lea... 详细信息
来源: 评论
variational autoencoder for Image-Based Augmentation of Eye-Tracking Data
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JOURNAL OF IMAGING 2021年 第5期7卷 83-83页
作者: Elbattah, Mahmoud Loughnane, Colm Guerin, Jean-Luc Carette, Romuald Cilia, Federica Dequen, Gilles Univ Picardie Jules Verne Lab Modelisat Informat Syst MIS F-80080 Amiens France Univ Limerick Fac Sci & Engn Limerick V94 T9PX Ireland Evolucare Technol F-80800 Villers Bretonneux France Univ Picardie Jules Verne Lab CRP CPO F-80000 Amiens France
Over the past decade, deep learning has achieved unprecedented successes in a diversity of application domains, given large-scale datasets. However, particular domains, such as healthcare, inherently suffer from data ... 详细信息
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Text Generation with Syntax-Enhanced variational autoencoder
Text Generation with Syntax-Enhanced Variational Autoencoder
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International Joint Conference on Neural Networks (IJCNN)
作者: Yuan, Weijie Ding, Linyi Meng, Kui Liu, Gongshen Shanghai Jiao Tong Univ Sch Elect Informat & Elect Engn Shanghai Peoples R China
Text generation is one of the essential yet challenging tasks in natural language processing. However, the input text alone is usually hard to provide enough information to generate the desired output. Previous work a... 详细信息
来源: 评论
Whisper Speech Enhancement Using Joint variational autoencoder for Improved Speech Recognition  22
Whisper Speech Enhancement Using Joint Variational Autoencod...
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Interspeech Conference
作者: Agrawal, Vikas Kumar, Shashi Rath, Shakti P. Samsung R&D Inst India Bangalore Karnataka India Reverie Language Technol Bangalore Karnataka India
Whispering is the natural choice of communication when one wants to interact quietly and privately. Due to vast differences in acoustic characteristics of whisper and natural speech, there is drastic degradation in th... 详细信息
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