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20242026
most citedAdvancing Ante-Hoc Explainable Models through Generative Adversarial Networks

2 citations · 2 across the 3 of their papers we have counts for

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cs.LG2025

Walking the Web of Concept-Class Relationships in Incrementally Trained Interpretable Models

Susmit Agrawal, Deepika Vemuri, Sri Siddarth Chakaravarthy P +1

Concept-based methods have emerged as a promising direction to develop interpretable neural networks in standard supervised settings. However, most works that study them in increme…