Sara Björk

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 7

Top Topics

Regression Model

Variational Formulation

Systematic Review

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Sara Björk, Stian Normann Anfinsen, Michael Kampffmeyer, Erik Næsset, Terje Gobakken, Lennart Noordermeer
Forest Parameter Prediction by Multiobjective Deep Learning of Regression Models Trained with Pseudo-Target Imputation. CoRR (2023)
Sara Björk, Stian Normann Anfinsen, Erik Næsset, Terje Gobakken, Eliakimu Zahabu
On the Potential of Sequential and Nonsequential Regression Models for Sentinel-1-Based Biomass Prediction in Tanzanian Miombo Forests. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Sara Björk, Jonas Nordhaug Myhre, Thomas Haugland Johansen
Simpler is better: spectral regularization and up-sampling techniques for variational autoencoders. CoRR (2022)
Sara Björk, Jonas Nordhaug Myhre, Thomas Haugland Johansen
Simpler is Better: Spectral Regularization and Up-Sampling Techniques for Variational Autoencoders. ICASSP (2022)
Sara Björk, Stian Normann Anfinsen, Erik Næsset, Terje Gobakken, Eliakimu Zahabu
Constructing Forest Biomass Prediction Maps from Radar Backscatter by Sequential Regression with a Conditional Generative Adversarial Network. CoRR (2021)
Sara Björk, Stian Normann Anfinsen, Erik Næsset, Terje Gobakken, Eliakimu Zahabu
Generation of Lidar-Predicted Forest Biomass Maps from Radar Backscatter with Conditional Generative Adversarial Networks. IGARSS (2020)
Bjørn Magnus Mathisen, Peter Haro, Bård Hanssen, Sara Björk, Ståle Walderhaug
Decision Support Systems in Fisheries and Aquaculture: A systematic review. CoRR (2016)