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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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TitleStatusHype
OmniXAI: A Library for Explainable AICode2
Quantus: An Explainable AI Toolkit for Responsible Evaluation of Neural Network Explanations and BeyondCode2
NeuroXAI: Adaptive, robust, explainable surrogate framework for determination of channel importance in EEG applicationCode1
TIMING: Temporality-Aware Integrated Gradients for Time Series ExplanationCode1
Time series saliency maps: explaining models across multiple domainsCode1
Explainable AI Components for Narrative Map ExtractionCode1
A Wearable Device Dataset for Mental Health Assessment Using Laser Doppler Flowmetry and Fluorescence Spectroscopy SensorsCode1
Confident Teacher, Confident Student? A Novel User Study Design for Investigating the Didactic Potential of Explanations and their Impact on UncertaintyCode1
Collision Probability Distribution Estimation via Temporal Difference LearningCode1
A Fresh Look at Sanity Checks for Saliency MapsCode1
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