Poster "interpretable models" Papers

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Causal Concept Graph Models: Beyond Causal Opacity in Deep Learning

Gabriele Dominici, Pietro Barbiero, Mateo Espinosa Zarlenga et al.

ICLR 2025arXiv:2405.16507

Hybrid Latent Reasoning via Reinforcement Learning

Zhenrui Yue, Bowen Jin, Huimin Zeng et al.

NEURIPS 2025arXiv:2505.18454

Object-Centric Concept-Bottlenecks

David Steinmann, Wolfgang Stammer, Antonia Wüst et al.

The Rashomon Set Has It All: Analyzing Trustworthiness of Trees under Multiplicity

Ethan Hsu, Tony Cao, Lesia Semenova et al.

Language Model Guided Interpretable Video Action Reasoning

Ning Wang, Guangming Zhu, Hongsheng Li et al.

CVPR 2024arXiv:2404.01591

PDiscoFormer: Relaxing Part Discovery Constraints with Vision Transformers

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

ECCV 2024arXiv:2407.04538