ESA title
Φ-lab

Publications

Φ-lab / Publications
Le Saux, B.
Title

ESA-ECMWF workshop report: Machine Learning for Earth System Observation and Prediction - recent progress and research directions

Author list
Φ-lab reference
Published on

Nature Partner Journals (npj) Climate and Atmospheric Science

Go to the paper
Date of publication

June 21, 2022

Title

Weakly Supervised Change Detection Using Guided Anisotropic Diffusion

Author list
Φ-lab reference
Published on

Machine Learning Journal

Go to the paper
Date of publication

June 01, 2021

Title

Long-term Burned Area Reconstruction through Deep Learning

Author list
Φ-lab reference
Published on

ICML

Go to the paper
Date of publication

July 01, 2021

Title

How to find a good image-text embedding for remote sensing visual question answering?

Author list
Φ-lab reference
Published on

ECML/PKDD Joint European Conference on Machine Learning and Knowledge Discovery in Databases

Go to the paper
Date of publication

September 01, 2021

Title

Classification and Generation of Earth Observation Images Using a Joint Energy-Based Model

Author list
Φ-lab reference
Published on

IGARSS

Go to the paper
Date of publication

July 01, 2021

Title

Pix2Point: Learning Outdoor 3D Using Sparse Point Clouds and Optimal Transport

Author list
Φ-lab reference
Published on

International Conference on Machine Vision Applications (MVA)

Go to the paper
Date of publication

July 01, 2021

Title

On circuit based Hybrid Quantum Neural Networks for Remote Sensing Imagery Classification

Author list
Φ-lab reference
Published on

"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"

Go to the paper
Date of publication

September 20, 2021

Title

Machine Learning for Earth System Observation and Prediction

Author list
Φ-lab reference
Published on

Bulletin of the American Meteorological Society

Go to the paper
Date of publication

January 01, 2021

Title

Large-Scale Semantic 3-D Reconstruction: Outcome of the 2019 IEEE GRSS Data Fusion Contest - Part B

Author list
Φ-lab reference
Published on

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Go to the paper
Date of publication

December 01, 2020

Title

Large-Scale Semantic 3-D Reconstruction: Outcome of the 2019 IEEE GRSS Data Fusion Contest - Part A

Author list
Φ-lab reference
Published on

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Go to the paper
Date of publication

January 01, 2021

Title

DISIR: Deep image segmentation with interactive refinement

Author list
Φ-lab reference
Published on

ISPRS Annals

Go to the paper
Date of publication

August 01, 2020

Title

Interactive Learning for Semantic Segmentation in Earth Observation

Author list
Φ-lab reference
Published on

ECML/PKDD MACLEAN Workshop

Go to the paper
Date of publication

September 01, 2020

Title

On Auxiliary Losses for Semi-Supervised Semantic Segmentation

Author list
Φ-lab reference
Published on

ECML/PKDD MACLEAN Workshop

Go to the paper
Date of publication

September 01, 2020