1 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.CV2024★ 1 cited
Leveraging Local Structure for Improving Model Explanations: An Information Propagation Approach
Ruo Yang, Binghui Wang, Mustafa Bilgic
Numerous explanation methods have been recently developed to interpret the decisions made by deep neural network (DNN) models. For image classifiers, these methods typically provid…
cs.CV2023★ 1 cited
IDGI: A Framework to Eliminate Explanation Noise from Integrated Gradients
Ruo Yang, Binghui Wang, Mustafa Bilgic
Integrated Gradients (IG) as well as its variants are well-known techniques for interpreting the decisions of deep neural networks. While IG-based approaches attain state-of-the-ar…