Daesoo Lee

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Unsupervised Learning

Vector Quantized

Detecting Anomalous

Top Venues

Pattern Recognit.

Publications

Daesoo Lee, Sara Malacarne, Erlend Aune
Explainable time series anomaly detection using masked latent generative modeling. Pattern Recognit. 156 (2024)
Daesoo Lee, Sara Malacarne, Erlend Aune
Vector Quantized Time Series Generation with a Bidirectional Prior Model. CoRR (2023)
Daesoo Lee, Oscar Ovanger, Jo Eidsvik, Erlend Aune, Jacob Skauvold, Ragnar Hauge
Latent Diffusion Model for Conditional Reservoir Facies Generation. CoRR (2023)
Daesoo Lee, Sara Malacarne, Erlend Aune
Vector Quantized Time Series Generation with a Bidirectional Prior Model. AISTATS (2023)
Daesoo Lee, Erlend Aune, Sara Malacarne
Masked Generative Modeling with Enhanced Sampling Scheme. CoRR (2023)
Daesoo Lee, Sara Malacarne, Erlend Aune
Explainable Anomaly Detection using Masked Latent Generative Modeling. CoRR (2023)
Daesoo Lee
Better Reasoning Behind Classification Predictions with BERT for Fake News Detection. CoRR (2022)
Daesoo Lee, Erlend Aune, Nadège Langet, Jo Eidsvik
VNIbCReg: VICReg with Neighboring-Invariance and better-Covariance Evaluated on Non-stationary Seismic Signal Time Series. CoRR (2022)
Daesoo Lee, Erlend Aune
VIbCReg: Variance-Invariance-better-Covariance Regularization for Self-Supervised Learning on Time Series. CoRR (2021)
Daesoo Lee
Reinforcement Learning-Based Automatic Berthing System. CoRR (2021)