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soniajdupuis's Projects

cryogrid icon cryogrid

This is the community version of CryoGrid, a numerical model to investigate land surface processes in permafrost environments.

da-dl4eo icon da-dl4eo

Experiments on domain adaptation for book chapter in "Deep Learning for Earth Observation"

dcstfn icon dcstfn

Deep Convolutional SpatioTemporal Fusion Network (DCSTFN)

dl4ds icon dl4ds

Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistical downscaling of gridded data

dlwpt-code icon dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

edcstfn icon edcstfn

An Enhanced Deep Convolutional Model for Spatiotemporal Image Fusion

ganstfm icon ganstfm

A Flexible Spatiotemporal Fusion Model for Remote Sensing Images With Conditional Generative Adversarial Network

isprs2022 icon isprs2022

Website to ISPRS 2020 Thematic Session and Tutorial on Deep Learning for Satellite TS

kema icon kema

code and data for the paper `Kernel Manifold Alignment for domain adaptation'

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