PolicyMamba: Localized Policy Attention With State Space Model for Land Cover Classification
(2025)
Journal Article
Ahmad, M., Mazzara, M., Distefano, S., Mehmood Khan, A., Hassaan Farooq Butt, M., & Hong, D. (in press). PolicyMamba: Localized Policy Attention With State Space Model for Land Cover Classification. IEEE Transactions on Neural Networks and Learning Systems, https://doi.org/10.1109/tnnls.2025.3586836
Multihead self-attention and cross-attention mechanisms often suffer from computational inefficiencies, limited scalability, and suboptimal contextual understanding, particularly in hyperspectral image (HSI) classification. These mechanisms struggle...
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