Post-hoc Explanation Options for XAI in Deep Learning: The Insight Centre for Data Analytics Perspective
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2021 |
Kenny, Eoin M. |
Remove to Improve?
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2021 |
Abdiyeva, Kamila |
Anchors vs Attention: Comparing XAI on a Real-Life Use Case
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2021 |
Jouis, Gaëlle |
Explanation-Driven Characterization of Android Ransomware
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2021 |
Scalas, Michele |
ATSal: An Attention Based Architecture for Saliency Prediction in 360° Videos
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2021 |
Dahou, Yasser |
Understanding Event Boundaries for Egocentric Activity Recognition from Photo-Streams
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2021 |
Cartas, Alejandro |
Judging Qualification, Gender, and Age of the Observer Based on Gaze Patterns When Looking at Faces
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2021 |
Kasprowski, Pawel |
A Brief Overview of Deep Learning Approaches to Pattern Extraction and Recognition in Paintings and Drawings
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2021 |
Castellano, Giovanna |
Iconographic Image Captioning for Artworks
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2021 |
Cetinic, Eva |
Insights from a Large-Scale Database of Material Depictions in Paintings
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2021 |
Lin, Hubert |
Nonlinear Temporal Correlation Based Network for Action Recognition
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2021 |
Li, Hongsheng |
Classification Mechanism of Convolutional Neural Network for Facial Expression Recognition
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2021 |
Zhu, Yongpei |
Deformable Convolutional LSTM for Human Body Emotion Recognition
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2021 |
Tahghighi, Peyman |
A Multi-layered Approach for Tailored Black-Box Explanations
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2021 |
Henin, Clément |
Expert Level Evaluations for Explainable Al (XAI) Methods in the Medical Domain
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2021 |
Muddamsetty, Satya M. |
Visualizing the Effect of Semantic Classes in the Attribution of Scene Recognition Models
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2021 |
López-Cifuentes, Alejandro |
Explaining How Deep Neural Networks Forget by Deep Visualization
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2021 |
Nguyen, Giang |
Deep Learning for Astrophysics, Understanding the Impact of Attention on Variability Induced by Parameter Initialization
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2021 |
Jacquemont, Mikaël |
Evaluation of Interpretable Association Rule Mining Methods on Time-Series in the Maritime Domain
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2021 |
Veerappa, Manjunatha |
Al Explainability. A Bridge Between Machine Vision and Natural Language Processing
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2021 |
Oussalah, Mourad |