15 citations · 19 across the 9 of their papers we have counts for
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cs.LG2026
Anomaly Detection for Sparse and Irregular Multivariate Time Series with Latent SDEs
Martin Uray, Dominik Geng, Florian Graf +2
Multivariate time series anomaly detection (MTSAD) is critical for a wide range of application areas, such as industrial monitoring, cybersecurity, or healthcare. Real-world data i…
q-bio.BM2026
Learning Topological Representations of Protein Structure and Dynamics
Dominik Geng, Florian Graf, Martin Uray +1
Modern protein representation models support tasks such as enzyme design and drug discovery, but their reliance on static data such as sequence and native structure limits their ab…