What is Missing? Explaining Neurons Activated by Absent Concepts 事件

PRODUCT_LAUNCH2026-06-01影响: MEDIUM

What is Missing? Explaining Neurons Activated by Absent Concepts arXiv:2603.09787v2 Announce Type: replace Abstract: Explainable artificial intelligence (XAI) aims to provide human-interpretable insights into the behavior of deep neural networks (DNNs), typically by estimating a simplified causal structure of the model. In existing work, this causal structure often includes relationships where the presence of a concept is associated with a strong activation of a neuron. For example, attribution