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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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Showing 11–20 of 1041 papers

Title	Date	Tasks	Status	Hype
Recipro-CAM: Fast gradient-free visual explanations for convolutional neural networks	Sep 28, 2022	Explainable Artificial Intelligence (XAI)	CodeCode Available	2
Interpreting Object-level Foundation Models via Visual Precision Search	Nov 25, 2024	Explainable Artificial Intelligence (XAI)Object	CodeCode Available	2
Collision Probability Distribution Estimation via Temporal Difference Learning	Jul 29, 2024	AI AgentAutonomous Driving	CodeCode Available	1
Collective eXplainable AI: Explaining Cooperative Strategies and Agent Contribution in Multiagent Reinforcement Learning with Shapley Values	Oct 4, 2021	Decision MakingDeep Reinforcement Learning	CodeCode Available	1
Confident Teacher, Confident Student? A Novel User Study Design for Investigating the Didactic Potential of Explanations and their Impact on Uncertainty	Sep 10, 2024	Experimental DesignExplainable artificial intelligence	CodeCode Available	1
Calibrated Explanations: with Uncertainty Information and Counterfactuals	May 3, 2023	counterfactualExplainable artificial intelligence	CodeCode Available	1
Calibrated Explanations for Regression	Aug 30, 2023	counterfactualExplainable artificial intelligence	CodeCode Available	1
Causality-Aware Local Interpretable Model-Agnostic Explanations	Dec 10, 2022	Explainable artificial intelligenceExplainable Artificial Intelligence (XAI)	CodeCode Available	1
ContrXT: Generating Contrastive Explanations from any Text Classifier	Dec 11, 2021	Decision MakingExplainable artificial intelligence	CodeCode Available	1
BALANCE: Bayesian Linear Attribution for Root Cause Localization	Jan 31, 2023	Explainable Artificial Intelligence (XAI)Fault Detection	CodeCode Available	1

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