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Anna Jungbluth
ORCID
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 7
Top Topics
Super Resolution Reconstruction
Image Resolution
Geometric Transformations
Single Frame
Top Venues
CoRR
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Publications
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Laura Martínez-Ferrer
,
Anna Jungbluth
,
Joseph A. Gallego-Mejia
,
Matt Allen
,
Francisco Dorr
,
Freddie Kalaitzis
,
Raúl Ramos-Pollán
Exploring Generalisability of Self-Distillation with No Labels for SAR-Based Vegetation Prediction.
CoRR
(2023)
Matt Allen
,
Francisco Dorr
,
Joseph A. Gallego-Mejia
,
Laura Martínez-Ferrer
,
Anna Jungbluth
,
Freddie Kalaitzis
,
Raúl Ramos-Pollán
Large Scale Masked Autoencoding for Reducing Label Requirements on SAR Data.
CoRR
(2023)
Matt Allen
,
Francisco Dorr
,
Joseph A. Gallego-Mejia
,
Laura Martínez-Ferrer
,
Anna Jungbluth
,
Freddie Kalaitzis
,
Raúl Ramos-Pollán
Fewshot learning on global multimodal embeddings for earth observation tasks.
CoRR
(2023)
Joseph A. Gallego-Mejia
,
Anna Jungbluth
,
Laura Martínez-Ferrer
,
Matt Allen
,
Francisco Dorr
,
Freddie Kalaitzis
,
Raúl Ramos-Pollán
Exploring DINO: Emergent Properties and Limitations for Synthetic Aperture Radar Imagery.
CoRR
(2023)
Juan Emmanuel Johnson
,
Sairam Sundaresan
,
Tansu Daylan
,
Lisseth Gavilan
,
Daniel K. Giles
,
Stela Ishitani Silva
,
Anna Jungbluth
,
Brett M. Morris
,
Andrés Muñoz-Jaramillo
RotNet: Fast and Scalable Estimation of Stellar Rotation Periods Using Convolutional Neural Networks.
CoRR
(2020)
Anna Jungbluth
,
Xavier Gitiaux
,
Shane A. Maloney
,
Carl Shneider
,
Paul J. Wright
,
Alfredo Kalaitzis
,
Michel Deudon
,
Atilim Günes Baydin
,
Yarin Gal
,
Andrés Muñoz-Jaramillo
Single-Frame Super-Resolution of Solar Magnetograms: Investigating Physics-Based Metrics \& Losses.
CoRR
(2019)
Xavier Gitiaux
,
Shane A. Maloney
,
Anna Jungbluth
,
Carl Shneider
,
Paul J. Wright
,
Atilim Günes Baydin
,
Michel Deudon
,
Yarin Gal
,
Alfredo Kalaitzis
,
Andrés Muñoz-Jaramillo
Probabilistic Super-Resolution of Solar Magnetograms: Generating Many Explanations and Measuring Uncertainties.
CoRR
(2019)