Erlend Aune

According to our database, Erlend Aune authored at least 16 papers between 2012 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Context-Aware Graph Attention for Unsupervised Telco Anomaly Detection.

Sara Malacarne, Eirik Hoel-Høiseth, David Zsolt Biro, Erlend Aune, Massimiliano Ruocco

Proceedings of the 34th European Symposium on Artificial Neural Networks, 2026

2025

Closing the Gap Between Synthetic and Ground Truth Time Series Distributions via Neural Mapping.

Daesoo Lee, Sara Malacarne, Erlend Aune

CoRR, January, 2025

Latent diffusion model for conditional reservoir facies generation.

Daesoo Lee, Oscar Ovanger, Jo Eidsvik, Erlend Aune, Jacob Skauvold, Ragnar Hauge

Comput. Geosci., 2025

2024

Explainable time series anomaly detection using masked latent generative modeling.

Daesoo Lee, Sara Malacarne, Erlend Aune

Pattern Recognit., 2024

Blending Low and High-Level Semantics of Time Series for Better Masked Time Series Generation.

Johan Vik Mathisen, Erlend Lokna, Daesoo Lee, Erlend Aune

CoRR, 2024

2023

Persistence Initialization: a novel adaptation of the Transformer architecture for time series forecasting.

Espen Haugsdal, Erlend Aune, Massimiliano Ruocco

Appl. Intell., November, 2023

Explainable Anomaly Detection using Masked Latent Generative Modeling.

Daesoo Lee, Sara Malacarne, Erlend Aune

CoRR, 2023

Masked Generative Modeling with Enhanced Sampling Scheme.

Daesoo Lee, Erlend Aune, Sara Malacarne

CoRR, 2023

Vector Quantized Time Series Generation with a Bidirectional Prior Model.

Daesoo Lee, Sara Malacarne, Erlend Aune

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

VNIbCReg: VICReg with Neighboring-Invariance and better-Covariance Evaluated on Non-stationary Seismic Signal Time Series.

Daesoo Lee, Erlend Aune, Nadège Langet, Jo Eidsvik

CoRR, 2022

2021

VIbCReg: Variance-Invariance-better-Covariance Regularization for Self-Supervised Learning on Time Series.

Daesoo Lee, Erlend Aune

CoRR, 2021

2019

Augmented Memory Networks for Streaming-Based Active One-Shot Learning.

Andreas Kvistad, Massimiliano Ruocco, Eliezer de Souza da Silva, Erlend Aune

CoRR, 2019

Time is of the Essence: A Joint Hierarchical RNN and Point Process Model for Time and Item Predictions.

Bjørnar Vassøy, Massimiliano Ruocco, Eliezer de Souza da Silva, Erlend Aune

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

2014

Parameter estimation in high dimensional Gaussian distributions.

Erlend Aune, Daniel P. Simpson, Jo Eidsvik

Stat. Comput., 2014

2013

Iterative numerical methods for sampling from high dimensional Gaussian distributions.

Erlend Aune, Jo Eidsvik, Yvo Pokern

Stat. Comput., 2013

2012

Computation and modeling for high dimensional Gaussian distributions.

Erlend Aune

PhD thesis, 2012