YongKyung Oh
PulseAugur coverage of YongKyung Oh — every cluster mentioning YongKyung Oh across labs, papers, and developer communities, ranked by signal.
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FlowPath method learns data-driven manifolds for time series classification
Researchers have developed FlowPath, a novel method for classifying irregularly sampled time series data. This approach learns a data-driven manifold for the control path using an invertible neural flow, which differs f…
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TANDEM framework uses neural differential equations to handle missing time series data
Researchers have introduced TANDEM, a novel framework for time series classification that effectively handles missing data. This approach utilizes attention-guided neural differential equations to integrate raw observat…
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AI research paper critiques state-of-the-art claims
A new paper published on arXiv argues that current state-of-the-art claims in AI and machine learning research are often not supported by robust evidence. The authors analyzed ten cross-domain benchmarks and found that …