Gustau Camps-Valls
6 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
CVPR (2)
AISTATS (1)
ICCV (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
flag manifold
(2)
matrix decomposition
(1)
dimensionality reduction
(1)
image classification
(1)
zero-shot learning
(1)
semantic segmentation
(1)
domain generalization
(1)
principal component analysis
(1)
earth observation
(1)
outlier detection
(1)
machine learning
(1)
manifold optimization
(1)
zero-shot classification
(1)
pretrained model
(1)
spatio-temporal datum
(1)
hierarchical datum
(1)
representation uncertainty
(1)
stiefel coordinate
(1)
robust dimensionality reduction
(1)
wildfire modeling
(1)
Papers
Out-of-distribution robustness for multivariate analysis via causal regularisation
AISTATS 2025
A Flag Decomposition for Hierarchical Datasets
CVPR 2025
On the Generalization of Representation Uncertainty in Earth Observation
ICCV 2025
Learning Causal Response Representations through Direct Effect Analysis
UAI 2025
Fun with Flags: Robust Principal Directions via Flag Manifolds
CVPR 2024
Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean
NIPS 2023