A new high-resolution landscape concept dataset enables the first Robust TCAV explanations of deep SDMs, largely validating ecological expectations for Plecoptera and Trichoptera while flagging novel associations.
arXiv preprint arXiv:2412.07408 (2024)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
ACCEPT 1representative citing papers
citing papers explorer
-
A High-Resolution Landscape Dataset for Concept-Based XAI With Application to Species Distribution Models
A new high-resolution landscape concept dataset enables the first Robust TCAV explanations of deep SDMs, largely validating ecological expectations for Plecoptera and Trichoptera while flagging novel associations.