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Spectral-Spatial Mamba for Hyperspectral Image Classification
Remote SensingRecently, transformer has gradually attracted interest for its excellence in modeling the long-range dependencies of spatial-spectral features in HSI.
Lingbo Huang, Yushi Chen
exaly +3 more sources
DS-Mamba: Depthwise separable mamba for hyperspectral image classification. [PDF]
PLoS ONETransformers experience quadratic computational complexity in hyperspectral image (HSI) classification tasks, which can result in error propagation and memory usage issues.
Lin Wei +4 more
doaj +2 more sources
Interpretable vision mamba for SAR images classification [PDF]
Frontiers in NeuroroboticsDeep learning techniques have been successfully applied to object classification in Synthetic Aperture Radar (SAR) images, achieving remarkable performance.
Kaiming Zou +5 more
doaj +2 more sources
AutoMamba: Efficient Autonomous Driving Segmentation Model with Mamba [PDF]
SensorsSemantic segmentation for autonomous driving demands balancing high-fidelity perception with real-time latency. While Transformers achieve state-of-the-art results, their quadratic complexity bottlenecks high-resolution processing.
Haoran Sun, Zhensong Li, Shiliang Zhu
doaj +2 more sources
The challenges of detecting and responding to a Lassa fever outbreak in an Ebola-affected setting
International Journal of Infectious Diseases, 2018 Objectives: Lassa fever (LF), a priority emerging pathogen likely to cause major epidemics, is endemic in much of West Africa and is difficult to distinguish from other viral hemorrhagic fevers, including Ebola virus disease (EVD).
E.L. Hamblion +11 more
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Dyskeratosis Congenita: A Report of Two Cases
Case Reports in Dentistry, 2013 Oral manifestations play an important role in the diagnosis of many systemic conditions. Dyskeratosis congenita (DC) is a rare genodermatosis which exhibits oral leukoplakia, nail dystrophy, and reticular skin pigmentations as its primary features.
Anila Karunakaran +4 more
doaj +1 more source
Emergence of cytotoxic resistance in cancer cell populations*
ITM Web of Conferences, 2015 We formulate an individual-based model and an integro-differential model of phenotypic evolution, under cytotoxic drugs, in a cancer cell population structured by the expression levels of survival-potential and proliferation-potential.
Lorenzi Tommaso +6 more
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Scientific African, 2019 The black mamba is a common snake in Sub-Saharan Africa, a region with a high burden of snakebite envenoming. Differences in the composition and toxicity of the venom of this snake as one moves from one region to another within Sub-Saharan Africa, and ...
Francis Okumu Ochola +5 more
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STCM-Mamba: Multimodal Spatio-Temporal Cross-Modal Mamba for Depression Detection
IEEE AccessDepression is a prevalent mental disorder with severe physiological symptoms and high diagnosis costs, however, the development of efficient and accurate depression detection systems remains challenging.
Bowen Zhou +2 more
doaj +1 more source
PointSSM: State space model for large-scale LiDAR point cloud semantic segmentation
International Journal of Applied Earth Observations and GeoinformationLiDAR point cloud semantic segmentation is the foundation of numerous practical applications. Recently, the Mamba, as a promising alternative to Transformer, has been getting intense attention in this field.
Dilong Li +4 more
doaj +1 more source