Local Window Attention Transformer for Polarimetric SAR Image Classification
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2023.3239263
Abstract: Convolutional neural networks (CNNs) have recently found great attention in image classification since deep CNNs have exhibited excellent performance in computer vision. Owing to their immense success, of late, scientists are exploring the functionality of… read more here.
Keywords: classification; local window; window attention; attention ... See more keywords
A Temporal Window Attention-Based Window-Dependent Long Short-Term Memory Network for Multivariate Time Series Prediction
Sign Up to like & getrecommendations! Published in 2022 at "Entropy"
DOI: 10.3390/e25010010
Abstract: Multivariate time series prediction models perform the required operation on a specific window length of a given input. However, capturing complex and nonlinear interdependencies in each temporal window remains challenging. The typical attention mechanisms assign… read more here.
Keywords: time; window attention; term; temporal window ... See more keywords