Partial Transfer Learning from Patch Transformer to Variate-Based Linear Forecasting Model.
Transformer-based time series forecasting models use patch tokens for temporal patterns
and variate tokens to learn covariates' dependencies. While patch tokens inherently facilitate …
and variate tokens to learn covariates' dependencies. While patch tokens inherently facilitate …
ChronoPatternNet: Revolutionizing Electricity Consumption Forecasting with Advanced Temporal Pattern Recognition and Efficient Computational Design
SC Lee, GH Yu, JY Kim - 디지털콘텐츠학회논문지, 2024 - dbpia.co.kr
ChronoPatternNet revolutionizes power forecasting using a unique 2D convolutional
approach for advanced temporal pattern recognition. The'chronocycle'hyperparameter …
approach for advanced temporal pattern recognition. The'chronocycle'hyperparameter …