MultiWave: Multiresolution Deep Architectures through Wavelet Decomposition for Multivariate Time Series Prediction.
Iman DeznabiMadalina FiterauPublished in: CoRR (2023)
Keyphrases
- wavelet decomposition
- multiresolution
- deep architectures
- multivariate time series
- deep learning
- wavelet transform
- unsupervised learning
- subband
- non stationary
- wavelet coefficients
- wavelet domain
- artificial neural networks
- texture analysis
- image fusion
- multiresolution representation
- supervised learning
- recurrent neural networks
- computer vision
- feature extraction
- graphical models
- regression model
- neural nets
- pattern recognition
- multiscale
- learning algorithm
- image compression
- deep belief networks