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cs.CV2026
A High-Resolution Landscape Dataset for Concept-Based XAI With Application to Species Distribution Models
Augustin de la Brosse, Damien Garreau, Thomas Houet +1
Mapping the spatial distribution of species is essential for conservation policy and invasive species management. Species distribution models (SDMs) are the primary tools for this…
cs.CV2024
CAM-Based Methods Can See through Walls
Magamed Taimeskhanov, Ronan Sicre, Damien Garreau
CAM-based methods are widely-used post-hoc interpretability method that produce a saliency map to explain the decision of an image classification model. The saliency map highlights…