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cs.HC2022
Attention cannot be an Explanation
Arjun R Akula, Song-Chun Zhu
Attention based explanations (viz. saliency maps), by providing interpretability to black box models such as deep neural networks, are assumed to improve human trust and reliance i…
cs.HC2022
Effective Representation to Capture Collaboration Behaviors between Explainer and User
Arjun Akula, Song-Chun Zhu
An explainable AI (XAI) model aims to provide transparency (in the form of justification, explanation, etc) for its predictions or actions made by it. Recently, there has been a lo…