"interpretable models" Papers

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Object-Centric Concept-Bottlenecks

David Steinmann, Wolfgang Stammer, Antonia Wüst et al.

NeurIPS 2025poster

PDiscoFormer: Relaxing Part Discovery Constraints with Vision Transformers

Ananthu Aniraj, Cassio F. Dantas, Dino Ienco et al.

ECCV 2024posterarXiv:2407.04538
6
citations

Task-Driven Causal Feature Distillation: Towards Trustworthy Risk Prediction

Zhixuan Chu, Mengxuan Hu, Qing Cui et al.

AAAI 2024paperarXiv:2312.16113
13
citations