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Freddie Kalaitzis
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 17
Top Topics
Sar Data
Super Resolved
Satellite Imagery
Rapid Response
Top Venues
CoRR
Remote. Sens.
IGARSS
NeurIPS
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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)
Kelsey Doerksen
,
Yarin Gal
,
Freddie Kalaitzis
,
Cristian Rossi
,
David Petit
,
Sihan Li
,
Simon J. Dadson
Precipitation-Triggered Landslide Prediction in Nepal Using Machine Learning and Deep Learning.
IGARSS
(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)
Maral Bayaraa
,
Cristian Rossi
,
Freddie Kalaitzis
,
Brian Sheil
Entity Embeddings in Remote Sensing: Application to Deformation Monitoring for Infrastructure.
Remote. Sens.
15 (20) (2023)
Omar A. Castaño-Idarraga
,
Raúl Ramos-Pollán
,
Freddie Kalaitzis
A contrastive method based on elevation data for remote sensing with scarce and high level semantic labels.
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)
Vanessa Böhm
,
Wei Ji Leong
,
Ragini Bal Mahesh
,
Ioannis Prapas
,
Edoardo Nemni
,
Freddie Kalaitzis
,
Siddha Ganju
,
Raúl Ramos-Pollán
SAR-based landslide classification pretraining leads to better segmentation.
CoRR
(2022)
Julien Cornebise
,
Ivan Orsolic
,
Freddie Kalaitzis
Open High-Resolution Satellite Imagery: The WorldStrat Dataset - With Application to Super-Resolution.
CoRR
(2022)
Julien Cornebise
,
Ivan Orsolic
,
Freddie Kalaitzis
Open High-Resolution Satellite Imagery: The WorldStrat Dataset - With Application to Super-Resolution.
NeurIPS
(2022)
Vanessa Boehm
,
Wei Ji Leong
,
Ragini Bal Mahesh
,
Ioannis Prapas
,
Edoardo Nemni
,
Freddie Kalaitzis
,
Siddha Ganju
,
Raúl Ramos-Pollán
Deep learning based landslide density estimation on SAR data for rapid response.
CoRR
(2022)
Isabelle Bouchard
,
Marie-Ève Rancourt
,
Daniel Aloise
,
Freddie Kalaitzis
On Transfer Learning for Building Damage Assessment from Satellite Imagery in Emergency Contexts.
Remote. Sens.
14 (11) (2022)
Vanessa Boehm
,
Wei Ji Leong
,
Ragini Bal Mahesh
,
Ioannis Prapas
,
Edoardo Nemni
,
Freddie Kalaitzis
,
Siddha Ganju
,
Raúl Ramos-Pollán
Deep Learning for Rapid Landslide Detection using Synthetic Aperture Radar (SAR) Datacubes.
CoRR
(2022)
Muhammed Razzak
,
Gonzalo Mateo-Garcia
,
Luis Gómez-Chova
,
Yarin Gal
,
Freddie Kalaitzis
Multi-Spectral Multi-Image Super-Resolution of Sentinel-2 with Radiometric Consistency Losses and Its Effect on Building Delineation.
CoRR
(2021)
Christian Schröder de Witt
,
Catherine Tong
,
Valentina Zantedeschi
,
Daniele De Martini
,
Freddie Kalaitzis
,
Matthew Chantry
,
Duncan Watson-Parris
,
Piotr Bilinski
RainBench: Towards Global Precipitation Forecasting from Satellite Imagery.
CoRR
(2020)
Issam H. Laradji
,
Pau Rodríguez
,
Freddie Kalaitzis
,
David Vázquez
,
Ross Young
,
Ed Davey
,
Alexandre Lacoste
Counting Cows: Tracking Illegal Cattle Ranching From High-Resolution Satellite Imagery.
CoRR
(2020)
Dolores Garcia
,
Gonzalo Mateo-Garcia
,
Hannes Bernhardt
,
Ron Hagensieker
,
Ignacio G. Lopez Francos
,
Jonathan Stock
,
Guy Schumann
,
Kevin Dobbs
,
Freddie Kalaitzis
Pix2Streams: Dynamic Hydrology Maps from Satellite-LiDAR Fusion.
CoRR
(2020)