Time-series Transformer Generative Adversarial Networks

Time-series Transformer Generative Adversarial Networks

23 May 2022

Padmanaba Srinivasan

William J. Knottenbelt

Papers citing "Time-series Transformer Generative Adversarial Networks"

9 / 9 papers shown

Title
Constrained Posterior Sampling: Time Series Generation with Hard Constraints Sai Shankar Narasimhan Shubhankar Agarwal Litu Rout Sanjay Shakkottai Sandeep P. Chinchali DiffM AI4TS 29 0 0 16 Oct 2024
A Survey of Transformer Enabled Time Series Synthesis Alexander Sommers Logan Cummins Sudip Mittal Shahram Rahimi Maria Seale Joseph Jaboure Thomas Arnold AI4TS 33 2 0 04 Jun 2024
MGE: A Training-Free and Efficient Model Generation and Enhancement Scheme Xuan Wang Zeshan Pang Yuliang Lu Xuehu Yan 23 0 0 27 Feb 2024
TSGBench: Time Series Generation Benchmark Yihao Ang Qiang Huang Yifan Bao Anthony K. H. Tung Zhiyong Huang AI4TS 21 16 0 07 Sep 2023
Generative models for wearables data Arinbjorn Kolbeinsson L. Foschini MedIm 19 0 0 31 Jul 2023
Distribution estimation and change-point estimation for time series via DNN-based GANs Jianya Lu Ying Mo Zhijie Xiao Lihu Xu Qiuran Yao AI4TS 21 0 0 26 Nov 2022
Masked Multi-Step Multivariate Time Series Forecasting with Future Information Yiwei Fu Honggang Wang Nurali Virani AI4TS 19 2 0 28 Sep 2022
Generating Multi-label Discrete Patient Records using Generative Adversarial Networks E. Choi Siddharth Biswal B. Malin J. Duke Walter F. Stewart Jimeng Sun SyDa GAN 145 569 0 19 Mar 2017
C-RNN-GAN: Continuous recurrent neural networks with adversarial training Olof Mogren GAN 75 512 0 29 Nov 2016