Data augmentation through multivariate scenario forecasting in Data Centers using Generative Adversarial Networks

12 January 2022

Papers citing "Data augmentation through multivariate scenario forecasting in Data Centers using Generative Adversarial Networks"

11 / 11 papers shown

Title
AdaBelief Optimizer: Adapting Stepsizes by the Belief in Observed Gradients Juntang Zhuang Tommy M. Tang Yifan Ding S. Tatikonda Nicha Dvornek X. Papademetris James S. Duncan ODL 89 507 0 15 Oct 2020
Improving the Accuracy of Global Forecasting Models using Time Series Data Augmentation Kasun Bandara Hansika Hewamalage Yuan-Hao Liu Yanfei Kang Christoph Bergmeir AI4TS 75 116 0 06 Aug 2020
An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks Brian Kenji Iwana S. Uchida AI4TS 46 499 0 31 Jul 2020
Training Generative Adversarial Networks with Limited Data Tero Karras M. Aittala Janne Hellsten S. Laine J. Lehtinen Timo Aila GAN 124 1,873 0 11 Jun 2020
Biosignal Generation and Latent Variable Analysis with Recurrent Generative Adversarial Networks S. Harada Hideaki Hayashi S. Uchida GAN 46 21 0 17 May 2019
Improved Mixed-Example Data Augmentation Cecilia Summers M. Dinneen 49 160 0 29 May 2018
Data Augmentation of Wearable Sensor Data for Parkinson's Disease Monitoring using Convolutional Neural Networks T. T. Um Franz MJ Pfister Daniel C. Pichler Satoshi Endo Muriel Lang Sandra Hirche U. Fietzek Dana Kulić 73 673 0 02 Jun 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 147 9,509 0 31 Mar 2017
TS-LSTM and Temporal-Inception: Exploiting Spatiotemporal Dynamics for Activity Recognition Chih-Yao Ma Min-Hung Chen Z. Kira G. Al-Regib AI4TS 58 241 0 30 Mar 2017
English Conversational Telephone Speech Recognition by Humans and Machines G. Saon Gakuto Kurata Tom Sercu Kartik Audhkhasi Samuel Thomas ... Bhuvana Ramabhadran M. Picheny L. Lim Bergul Roomi Phil Hall 53 365 0 06 Mar 2017
SenseGen: A Deep Learning Architecture for Synthetic Sensor Data Generation M. Alzantot Supriyo Chakraborty Mani B. Srivastava 45 126 0 31 Jan 2017