D3A-TS: Denoising-Driven Data Augmentation in Time Series

9 December 2023

Papers citing "D3A-TS: Denoising-Driven Data Augmentation in Time Series"

5 / 5 papers shown

Title
Multivariate Data Augmentation for Predictive Maintenance using Diffusion Andrew Thompson Alexander Sommers Alicia Russell-Gilbert Logan Cummins Sudip Mittal Shahram Rahimi Maria Seale Joseph Jaboure Thomas Arnold Joshua Church DiffM 42 0 0 06 Nov 2024
A Survey of Transformer Enabled Time Series Synthesis Alexander Sommers Logan Cummins Sudip Mittal Shahram Rahimi Maria Seale Joseph Jaboure Thomas Arnold AI4TS 48 2 0 04 Jun 2024
A Survey on Diffusion Models for Time Series and Spatio-Temporal Data Yiyuan Yang Ming Jin Haomin Wen Chaoli Zhang Keli Zhang ... Bin Yang Zenglin Xu Jiang Bian Shirui Pan Qingsong Wen DiffM AI4TS SyDa 37 41 0 29 Apr 2024
On the Soundness of XAI in Prognostics and Health Management (PHM) D. Martín Juan Galán Páez J. Borrego-Díaz 48 12 0 09 Mar 2023
C-RNN-GAN: Continuous recurrent neural networks with adversarial training Olof Mogren GAN 77 514 0 29 Nov 2016