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ENTITY Sample-Adaptive Capacity Modulation

Sample-Adaptive Capacity Modulation

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    New Capacity-Centric Modulation enhances time series model robustness

    Researchers have developed a new regularization principle called Capacity-Centric Modulation (CCM) to improve the robustness of deep learning models in time series analysis. The proposed framework, SACM (Sample-Adaptive…