Publications related to Explanation

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Explanation

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Sparse Attacks for Manipulating Explanations in Deep Neural Network Models

Specific Gestalt principles cannot explain (un)crowding

Estimating and Improving the Robustness of Attributions in Text

Exploiting Explanations to Detect Misclassifications of Deep Learning Models in Power Grid Visual Inspection

Keep Sensors in Check: Disentangling Country-Level Generalization Issues in Mobile Sensor-Based Models with Diversity Scores

DARE: Towards Robust Text Explanations in Biomedical and Healthcare Applications

On Smoothed Explanations: Quality and Robustness

CauseOccam: Learning Interpretable Abstract Representations in Reinforcement Learning Environments via Model Sparsity

Social Learning Under Inferential Attacks

Trustworthy Face Recognition: Improving Generalization of Deep Face Presentation Attack Detection