TSGBench: Time Series Generation Benchmark

7 September 2023

Papers citing "TSGBench: Time Series Generation Benchmark"

8 / 8 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 37 0 0 06 Nov 2024
AIGC for Industrial Time Series: From Deep Generative Models to Large Generative Models Lei Ren Haiteng Wang Yang Tang Yang Tang Chunhua Yang AI4TS AI4CE 49 5 0 16 Jul 2024
A Survey of Transformer Enabled Time Series Synthesis Alexander Sommers Logan Cummins Sudip Mittal Shahram Rahimi Maria Seale Joseph Jaboure Thomas Arnold AI4TS 40 2 0 04 Jun 2024
Vector Quantized Time Series Generation with a Bidirectional Prior Model Daesoo Lee Sara Malacarne Erlend Aune BDL 37 25 0 08 Mar 2023
GT-GAN: General Purpose Time Series Synthesis with Generative Adversarial Networks Jinsung Jeon Jeonghak Kim Haryong Song Seunghyeon Cho Noseong Park AI4TS 82 42 0 05 Oct 2022
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 50 186 0 17 Feb 2021
Conditional Loss and Deep Euler Scheme for Time Series Generation Carl Remlinger Joseph Mikael Romuald Elie DiffM 19 12 0 10 Feb 2021
C-RNN-GAN: Continuous recurrent neural networks with adversarial training Olof Mogren GAN 77 512 0 29 Nov 2016