"model debugging" Papers

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Paper Type

poster (24,624)paper (8,558)oral (1,594)spotlight (1,421)highlight (975)

Disentangled Concepts Speak Louder Than Words: Explainable Video Action Recognition

Jongseo Lee, Wooil Lee, Gyeong-Moon Park et al.

NEURIPS 2025spotlightarXiv:2511.03725

HiBug2: Efficient and Interpretable Error Slice Discovery for Comprehensive Model Debugging

Muxi Chen, Chenchen Zhao, Qiang Xu

ICLR 2025arXiv:2501.16751
8
citations

Show and Tell: Visually Explainable Deep Neural Nets via Spatially-Aware Concept Bottleneck Models

Itay Benou, Tammy Riklin Raviv

CVPR 2025highlightarXiv:2502.20134
6
citations

MGit: A Model Versioning and Management System

Wei Hao, Daniel Mendoza, Rafael Mendes et al.

ICML 2024arXiv:2307.07507
1
citations

Position: Explain to Question not to Justify

Przemyslaw Biecek, Wojciech Samek

ICML 2024arXiv:2402.13914
27
citations