"au:"Sungil Kim"" — arXiv2 Search

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"au:"Sungil Kim"" — arXiv2 Search

Showing 1–8 of 8 results

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Nov 13, 2025FlowPath: Learning Data-Driven Manifolds with Invertible Flows for Robust Irregularly-sampled Time Series Classification Nov 13, 2025Continuum Dropout for Neural Differential Equations Aug 24, 2025Modeling Irregular Astronomical Time Series with Neural Stochastic Delay Differential Equations Aug 24, 2025TANDEM: Temporal Attention-guided Neural Differential Equations for Missingness in Time Series Classification Feb 14, 2025Comprehensive Review of Neural Differential Equations for Time Series Analysis Feb 22, 2024Stable Neural Stochastic Differential Equations in Analyzing Irregular Time Series Data Jan 10, 2024DualDynamics: Synergizing Implicit and Explicit Methods for Robust Irregular Time Series Analysis Aug 15, 2021Time delay estimation of traffic congestion propagation due to accidents based on statistical causality