Modified CBAM: sub-block pooling for improved channel and spatial attention.
(2025)
Presentation / Conference Contribution
HUSSAINI, H., BANO, S., ELYAN, E. and MORENO-GARCIA, C.F. 2026. Modified CBAM: sub-block pooling for improved channel and spatial attention. In Ali, S., Hogg, D.C. and Peckham, M. (eds.) Proceedings of the 29th Annual conference of the Medical image understanding and analysis 2025 (MIUA 2025), 15-17 July 2025, Leeds, UK. Lecture notes in computer science, 15917. Cham: Springer [online], part II, pages 116-130. Available from: https://doi.org/10.1007/978-3-031-98691-8_9
The Convolutional Block Attention Module (CBAM) has emerged as a widely adopted attention mechanism, as it seamlessly integrates into the Convolutional Neural Network (CNN) architecture with minimal computational overhead. However, its reliance on gl... Read More about Modified CBAM: sub-block pooling for improved channel and spatial attention..