2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.CV2022★ 2 cited
Exploring Concept Contribution Spatially: Hidden Layer Interpretation with Spatial Activation Concept Vector
Andong Wang, Wei-Ning Lee
To interpret deep learning models, one mainstream is to explore the learned concepts by networks. Testing with Concept Activation Vector (TCAV) presents a powerful tool to quantify…
cs.CV2022
HINT: Hierarchical Neuron Concept Explainer
Andong Wang, Wei-Ning Lee, Xiaojuan Qi
To interpret deep networks, one main approach is to associate neurons with human-understandable concepts. However, existing methods often ignore the inherent relationships of diffe…