Associate professor in machine learning at UiT The Arctic University of Norway.
Highlights
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MixupContrastiveLearning
MixupContrastiveLearning PublicCode for mixup contrastive learning
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InformationTheoryExperiment
InformationTheoryExperiment PublicCode used for information theory analysis of deep neural networks using matrix--based renyi's entropy and tensor kernels.
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TimeSeriesXAI
TimeSeriesXAI PublicCode used in the paper "Uncertainty-Aware Deep Ensembles for Reliable and Explainable Predictions of Clinical Time Series"
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clinical-self-supervised-CBIR-ct-liver
clinical-self-supervised-CBIR-ct-liver PublicCode used in clinically motivated self-supervised learning framework for content-based image retrieval of CT liver images.
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