Search results with tag "Adversarial sparse transformer for time series forecasting"

Adversarial Sparse Transformer for Time Series Forecasting

Adversarial Sparse Transformer (AST), based on Generative Adversarial Networks (GANs). Specifically, AST adopts a Sparse Transformer as the generator to learn a sparse attention map for time series forecasting, and uses a discriminator to improve the prediction performance at a sequence level. Extensive experiments on

  Based, Series, Time, Forecasting, Transformers, Adversarial, Generative, Arsesp, Generative adversarial, Discriminator, Adversarial sparse transformer for time series forecasting