NEURIPS "neural network interpretability" Papers

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FACE: Faithful Automatic Concept Extraction

Dipkamal Bhusal, Michael Clifford, Sara Rampazzi et al.

NEURIPS 2025posterarXiv:2510.11675
3
citations

From Flat to Hierarchical: Extracting Sparse Representations with Matching Pursuit

Valérie Costa, Thomas Fel, Ekdeep S Lubana et al.

NEURIPS 2025posterarXiv:2506.03093
10
citations

Interpreting Emergent Features in Deep Learning-based Side-channel Analysis

Sengim Karayalcin, Marina Krček, Stjepan Picek

NEURIPS 2025posterarXiv:2502.00384