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10/15/2020
Deciding Fast and Slow: The Role of Cognitive Biases in AI-assisted Decision-making
Several strands of research have aimed to bridge the gap between artific...
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03/31/2020
Explaining Motion Relevance for Activity Recognition in Video Deep Learning Models
A small subset of explainability techniques developed initially for imag...
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11/29/2019
Sanity Checks for Saliency Metrics
Saliency maps are a popular approach to creating post-hoc explanations o...
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09/03/2019
Illuminated Decision Trees with Lucid
The Lucid methods described by Olah et al. (2018) provide a way to inspe...
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09/29/2018
Stakeholders in Explainable AI
There is general consensus that it is important for artificial intellige...
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06/20/2018