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Siamak Mehrkanoon

From Sleep Staging to Spindle Detection: Evaluating End-to-End Automated Sleep Analysis

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May 08, 2025
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SSA-UNet: Advanced Precipitation Nowcasting via Channel Shuffling

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Apr 25, 2025
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Integrating Weather Station Data and Radar for Precipitation Nowcasting: SmaAt-fUsion and SmaAt-Krige-GNet

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Feb 22, 2025
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Self-supervised Spatial-Temporal Learner for Precipitation Nowcasting

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Dec 20, 2024
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Data-Efficient Sleep Staging with Synthetic Time Series Pretraining

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Mar 13, 2024
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GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting

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Jan 18, 2024
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GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting

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Jan 15, 2024
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A novel dual-stream time-frequency contrastive pretext tasks framework for sleep stage classification

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Dec 15, 2023
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TransCORALNet: A Two-Stream Transformer CORAL Networks for Supply Chain Credit Assessment Cold Start

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Nov 30, 2023
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SAR-UNet: Small Attention Residual UNet for Explainable Nowcasting Tasks

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Mar 12, 2023
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