2025 "concept-based models" Papers

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Explaining Domain Shifts in Language: Concept Erasing for Interpretable Image Classification

Zequn Zeng, Yudi Su, Jianqiao Sun et al.

CVPR 2025posterarXiv:2503.18483
1
citations

Object-Centric Concept-Bottlenecks

David Steinmann, Wolfgang Stammer, Antonia Wüst et al.

NEURIPS 2025poster

Shortcuts and Identifiability in Concept-based Models from a Neuro-Symbolic Lens

Samuele Bortolotti, Emanuele Marconato, Paolo Morettin et al.

NEURIPS 2025posterarXiv:2502.11245
9
citations