TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network

TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network

6 February 2022

Papers citing "TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network"

10 / 10 papers shown

Title
Generative AI for Synthetic Data Across Multiple Medical Modalities: A Systematic Review of Recent Developments and Challenges Mahmoud Ibrahim Yasmina Al Khalil S. Amirrajab Chang Sun M. Breeuwer J. Pluim Bart Elen Gokhan Ertaylan Michel Dumontier SyDa MedIm 33 7 0 27 Jun 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
Navigating Tabular Data Synthesis Research: Understanding User Needs and Tool Capabilities Maria F. Davila Sven Groen Fabian Panse Wolfram Wingerath LMTD 34 1 0 31 May 2024
On-ramp and Off-ramp Traffic Flows Estimation Based on A Data-driven Transfer Learning Framework Xiaobo Ma Abolfazl Karimpour Yao-Jan Wu 21 4 0 07 Aug 2023
TransFusion: Generating Long, High Fidelity Time Series using Diffusion Models with Transformers Md Fahim Sikder R. Ramachandranpillai Fredrik Heintz DiffM 28 9 0 24 Jul 2023
TSGM: A Flexible Framework for Generative Modeling of Synthetic Time Series Alexander Nikitin Letizia Iannucci Samuel Kaski TTA SyDa AI4TS 34 10 0 19 May 2023
Diffusion-based Conditional ECG Generation with Structured State Space Models Juan Miguel Lopez Alcaraz Nils Strodthoff DiffM 20 48 0 19 Jan 2023
Transformer-based conditional generative adversarial network for multivariate time series generation Abdellah Madane M. Dilmi Florent Forest Hanane Azzag M. Lebbah J. Lacaille 22 10 0 05 Oct 2022
Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN) Ali Seyfi Jean-Francois Rajotte Raymond T. Ng AI4TS 16 27 0 27 May 2022
ASAT: Adaptively Scaled Adversarial Training in Time Series Zhiyuan Zhang Wei Li Ruihan Bao Keiko Harimoto Yunfang Wu Xu Sun AI4TS 27 5 0 20 Aug 2021