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07/28/2022
Learning Personalized Representations using Graph Convolutional Network
Generating representations that precisely reflect customers' behavior is...
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11/24/2020
Do You Live a Healthy Life? Analyzing Lifestyle by Visual Life Logging
A healthy lifestyle is the key to better health and happiness and has a ...
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11/26/2019
Enabling real-time multi-messenger astrophysics discoveries with deep learning
Multi-messenger astrophysics is a fast-growing, interdisciplinary field ...
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03/06/2019
Denoising Gravitational Waves with Enhanced Deep Recurrent Denoising Auto-Encoders
Denoising of time domain data is a crucial task for many applications su...
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03/05/2019
Deep Learning at Scale for Gravitational Wave Parameter Estimation of Binary Black Hole Mergers
We present the first application of deep learning at scale to do gravita...
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02/01/2019
Deep Learning for Multi-Messenger Astrophysics: A Gateway for Discovery in the Big Data Era
This report provides an overview of recent work that harnesses the Big D...
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11/27/2017
Denoising Gravitational Waves using Deep Learning with Recurrent Denoising Autoencoders
Gravitational wave astronomy is a rapidly growing field of modern astrop...
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11/20/2017
Glitch Classification and Clustering for LIGO with Deep Transfer Learning
The detection of gravitational waves with LIGO and Virgo requires a deta...
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06/22/2017