Picture for Gustau Camps-Valls

Gustau Camps-Valls

On the Generalization of Representation Uncertainty in Earth Observation

Add code
Mar 10, 2025
Viaarxiv icon

Learning Causal Response Representations through Direct Effect Analysis

Add code
Mar 06, 2025
Viaarxiv icon

UrbanSAM: Learning Invariance-Inspired Adapters for Segment Anything Models in Urban Construction

Add code
Feb 21, 2025
Viaarxiv icon

A Flag Decomposition for Hierarchical Datasets

Add code
Feb 11, 2025
Viaarxiv icon

Explainable Earth Surface Forecasting under Extreme Events

Add code
Oct 02, 2024
Figure 1 for Explainable Earth Surface Forecasting under Extreme Events
Figure 2 for Explainable Earth Surface Forecasting under Extreme Events
Figure 3 for Explainable Earth Surface Forecasting under Extreme Events
Figure 4 for Explainable Earth Surface Forecasting under Extreme Events
Viaarxiv icon

Causal machine learning for sustainable agroecosystems

Add code
Aug 23, 2024
Figure 1 for Causal machine learning for sustainable agroecosystems
Figure 2 for Causal machine learning for sustainable agroecosystems
Viaarxiv icon

Earth System Data Cubes: Avenues for advancing Earth system research

Add code
Aug 05, 2024
Viaarxiv icon

AI for Extreme Event Modeling and Understanding: Methodologies and Challenges

Add code
Jun 28, 2024
Figure 1 for AI for Extreme Event Modeling and Understanding: Methodologies and Challenges
Figure 2 for AI for Extreme Event Modeling and Understanding: Methodologies and Challenges
Figure 3 for AI for Extreme Event Modeling and Understanding: Methodologies and Challenges
Figure 4 for AI for Extreme Event Modeling and Understanding: Methodologies and Challenges
Viaarxiv icon

DeepExtremeCubes: Integrating Earth system spatio-temporal data for impact assessment of climate extremes

Add code
Jun 26, 2024
Figure 1 for DeepExtremeCubes: Integrating Earth system spatio-temporal data for impact assessment of climate extremes
Figure 2 for DeepExtremeCubes: Integrating Earth system spatio-temporal data for impact assessment of climate extremes
Figure 3 for DeepExtremeCubes: Integrating Earth system spatio-temporal data for impact assessment of climate extremes
Figure 4 for DeepExtremeCubes: Integrating Earth system spatio-temporal data for impact assessment of climate extremes
Viaarxiv icon

Large Language Models for Constrained-Based Causal Discovery

Add code
Jun 11, 2024
Viaarxiv icon