44 citations · 76 across the 5 of their papers we have counts for
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cs.LG2023★ 44 cited
Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
Daesoo Lee, Sara Malacarne, Erlend Aune
We present a novel time series anomaly detection method that achieves excellent detection accuracy while offering a superior level of explainability. Our proposed method, TimeVQVAE…
physics.geo-ph2023★ 32 cited
Latent Diffusion Model for Conditional Reservoir Facies Generation
Daesoo Lee, Oscar Ovanger, Jo Eidsvik +3
Creating accurate and geologically realistic reservoir facies based on limited measurements is crucial for field development and reservoir management, especially in the oil and gas…