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04/13/2022
Mitigating Bias in Facial Analysis Systems by Incorporating Label Diversity
Facial analysis models are increasingly applied in real-world applicatio...
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04/30/2020
Modeling Pharmacological Effects with Multi-Relation Unsupervised Graph Embedding
A pharmacological effect of a drug on cells, organs and systems refers t...
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04/25/2020
Explainable Deep CNNs for MRI-Based Diagnosis of Alzheimer's Disease
Deep Convolutional Neural Networks (CNNs) are becoming prominent models ...
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04/22/2020
Assessing the Reliability of Visual Explanations of Deep Models with Adversarial Perturbations
The interest in complex deep neural networks for computer vision applica...
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04/21/2020
Automatic Tag Recommendation for Painting Artworks Using Diachronic Descriptions
In this paper, we deal with the problem of automatic tag recommendation ...
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12/23/2019
Learning Transferable Features for Speech Emotion Recognition
Emotion recognition from speech is one of the key steps towards emotiona...
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12/20/2019
Dynamic Prediction of ICU Mortality Risk Using Domain Adaptation
Early recognition of risky trajectories during an Intensive Care Unit (I...
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05/23/2018