Erlend Aune

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 13

Top Topics

Generative Model

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)
Espen Haugsdal, Erlend Aune, Massimiliano Ruocco
Persistence Initialization: a novel adaptation of the Transformer architecture for time series forecasting. Appl. Intell. 53 (22) (2023)
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)
Espen Haugsdal, Erlend Aune, Massimiliano Ruocco
Persistence Initialization: A novel adaptation of the Transformer architecture for Time Series Forecasting. 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)
Andreas Kvistad, Massimiliano Ruocco, Eliezer de Souza da Silva, Erlend Aune
Augmented Memory Networks for Streaming-Based Active One-Shot Learning. CoRR (2019)
Bjørnar Vassøy, Massimiliano Ruocco, Eliezer de Souza da Silva, Erlend Aune
Time is of the Essence: A Joint Hierarchical RNN and Point Process Model for Time and Item Predictions. WSDM (2019)
Bjørnar Vassøy, Massimiliano Ruocco, Eliezer de Souza da Silva, Erlend Aune
Time is of the Essence: a Joint Hierarchical RNN and Point Process Model for Time and Item Predictions. CoRR (2018)
Erlend Aune, Daniel P. Simpson, Jo Eidsvik
Parameter estimation in high dimensional Gaussian distributions. Stat. Comput. 24 (2) (2014)
Erlend Aune, Jo Eidsvik, Yvo Pokern
Iterative numerical methods for sampling from high dimensional Gaussian distributions. Stat. Comput. 23 (4) (2013)