Sleep Staging Using Compressed Vision Transformer With Novel Two-Step Attention Weighted Sum
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3561310
Abstract: Automatic sleep staging is crucial for diagnosing sleep disorders, however, existing inter-epoch feature extraction schemes such as RNN-based networks or transformers often struggle with long sleep sequences due to overfitting. This study presents a novel… read more here.
Keywords: two step; step attention; transformer; sleep staging ... See more keywords
Enhancing Fruit Fly Detection in Complex Backgrounds Using Transformer Architecture with Step Attention Mechanism
Sign Up to like & getrecommendations! Published in 2024 at "Agriculture"
DOI: 10.3390/agriculture14030490
Abstract: This study introduces a novel high-accuracy fruit fly detection model based on the Transformer structure, specifically aimed at addressing the unique challenges in fruit fly detection such as identification of small targets and accurate localization… read more here.
Keywords: detection; step attention; complex backgrounds; fruit fly ... See more keywords