One-Pass Generation of Multivariate Time Series through Conditional Multivariate Modeling

Author:

Madane Abdellah1,Forest Florent2,Azzag Hanane3,Lebbah Mustapha1,Lacaille Jerôme4

Affiliation:

1. Paris-Saclay University,DAVID Lab, UVSQ,Versailles,France

2. EPFL,IMOS Lab,Lausanne,Switzerland

3. Sorbonne Paris Nord University,LIPN, UMR CNRS 7030,Villetaneuse,France

4. Safran Aircraft Engines,DataLab,Moissy-Cramayel,France

Funder

Safran Aircraft Engines

Publisher

IEEE

Reference32 articles.

1. Multi-Label Clinical Time-Series Generation via Conditional GAN

2. Language models are unsupervised multitask learners;Radford;OpenAI blog,2019

3. Cross-lingual language model pretraining;Conneau;Advances in neural information processing systems,2019

4. A transformer self-attention model for time series forecasting;Farsani;Journal of Electrical and Computer Engineering Innovations (JECEI),2020

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