H. Nguyen

On the Algorithmic Stability and Generalization of Adaptive Optimization Methods

Sashank J. Reddi, H. Nguyen, Hai Pham, 2022, ArXiv.

Deep SURE for Unsupervised Remote Sensing Image Fusion

J. R. Sveinsson, J. Sveinsson, M. Ulfarsson, 2022, IEEE Transactions on Geoscience and Remote Sensing.

Hyperspectral Image Denoising Using SURE-Based Unsupervised Convolutional Neural Networks

Johannes R. Sveinsson, Magnus O. Ulfarsson, Han Nguyen, 2021, IEEE Transactions on Geoscience and Remote Sensing.

Hyperspectral Super-Resolution by Unsupervised Convolutional Neural Network and Sure

M. Mura, J. Sveinsson, M. Ulfarsson, 2022, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium.

Deep Sparse and Low-Rank Prior for Hyperspectral Image Denoising

J. Sveinsson, M. Ulfarsson, J. Sigurdsson, 2022, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium.

A Comparison of Optimized Sentinel-2 Super-Resolution Methods Using Wald's Protocol and Bayesian Optimization

Johannes R. Sveinsson, Magnus O. Ulfarsson, Jakob Sigurdsson, 2021, Remote. Sens..

Sentinel-2 Sharpening Using a Single Unsupervised Convolutional Neural Network With MTF-Based Degradation Model

Johannes R. Sveinsson, Magnus O. Ulfarsson, Mauro Dalla Mura, 2021, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Sharpening the 20 M Bands of SENTINEL-2 Image Using an Unsupervised Convolutional Neural Network

Johannes R. Sveinsson, Magnus O. Ulfarsson, Han V. Nguyen, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Zero-Shot Sentinel-2 Sharpening Using a Symmetric Skipped Connection Convolutional Neural Network

J. Sveinsson, M. Ulfarsson, J. Sigurdsson, 2020, IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium.