StyleTime: Style Transfer for Synthetic Time Series Generation

22 September 2022

Papers citing "StyleTime: Style Transfer for Synthetic Time Series Generation"

7 / 7 papers shown

Title
How Faithful is your Synthetic Data? Sample-level Metrics for Evaluating and Auditing Generative Models Ahmed Alaa B. V. Breugel Evgeny S. Saveliev M. Schaar 81 189 0 17 Feb 2021
An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks Brian Kenji Iwana S. Uchida AI4TS 40 499 0 31 Jul 2020
Time Series Data Augmentation for Deep Learning: A Survey Qingsong Wen Liang Sun Fan Yang Xiaomin Song Jing Gao Xue Wang Huan Xu AI4TS 43 640 0 27 Feb 2020
Quant GANs: Deep Generation of Financial Time Series Magnus Wiese R. Knobloch R. Korn Peter Kretschmer GAN AI4TS AIFin 48 275 0 15 Jul 2019
Assessing Generative Models via Precision and Recall Mehdi S. M. Sajjadi Olivier Bachem Mario Lucic Olivier Bousquet Sylvain Gelly EGVM 63 569 0 31 May 2018
WaveNet: A Generative Model for Raw Audio Aaron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alex Graves Nal Kalchbrenner A. Senior Koray Kavukcuoglu DiffM 243 7,361 0 12 Sep 2016
Imaging Time-Series to Improve Classification and Imputation Zhiguang Wang Tim Oates AI4TS 91 672 0 01 Jun 2015