Evaluating Self-attention Interpretability Through Human-Grounded Experimental Protocol
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2023 |
Bhan, Milan |
A Deep Dive into Perturbations as Evaluation Technique for Time Series XAI
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2023 |
Schlegel, Udo |
For Better or Worse: The Impact of Counterfactual Explanations’ Directionality on User Behaviorin xAI
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2023 |
Kuhl, Ulrike |
Hardness of Deceptive Certificate Selection
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2023 |
Wildchen, Stephan |
A Novel Structured Argumentation Framework for Improved Explainability of Classification Tasks
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2023 |
Rizzo, Lucas |
Outcome-Guided Counterfactuals from a Jointly Trained Generative Latent Space
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2023 |
Yeh, Eric |
Understanding Interpretability: Explainable AI Approaches for Hate Speech Classifiers
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2023 |
Yadav, Sargam |
An Exploration of the Latent Space of a Convolutional Variational Autoencoder for the Generation of Musical Instrument Tones
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2023 |
Natsiou, Anastasía |
Scalable Concept Extraction in Industry 4.0
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2023 |
Posada-Moreno, Andrés Felipe |
Investigating the Effect of Pre-processing Methods on Model Decision-Making in EEG-Based Person Identification
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2023 |
Tapia, Carlos Gémez |
State Graph Based Explanation Approach for Black-Box Time Series Model
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2023 |
Huang, Yiran |
Development of a Human-Centred Psychometric Test for the Evaluation of Explanations Produced by XAI Methods
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2023 |
Vilone, Giulia |
The Importance of Distrust in AI
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2023 |
Peters, Tobias M. |
LUCID-GAN: Conditional Generative Models to Locate Unfairness
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2023 |
Algaba, Andres |
Weighted Mutual Information for Out-Of-Distribution Detection
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2023 |
Bernardi, Giacomo De |
Opening the Black Box: Analyzing Attention Weights and Hidden States in Pre-trained Language Models for Non-language Tasks
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2023 |
Ballout, Mohamad |
From Black Boxes to Conversations: Incorporating XAl in a Conversational Agent
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2023 |
Nguyen, Van Bach |
Toward Inclusive Online Environments: Counterfactual-Inspired XAI for Detecting and Interpreting Hateful and Offensive Tweets
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2023 |
Qureshi, Muhammad Deedahwar Mazhar |
Causal-Based Spatio-Temporal Graph Neural Networks for Industrial Internet of Things Multivariate Time Series Forecasting
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2023 |
Miraki, Amir |
Towards a Comprehensive Human-Centred Evaluation Framework for Explainable Al
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2023 |
Donoso-Guzmán, Ivania |