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Staff photo Gustav Grund Pihlgren

Gustav Grund Pihlgren

Post doctoral researcher in the field of Explainable AI with focus on computer vision.

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Affiliation
Postdoctoral fellow at Department of Computing Science
Location
MIT-huset, Umeå universitet, MIT.E.249 Umeå universitet, 901 87 Umeå

Postdoctoral researcher in the field of Explainable AI (XAI) with an interest in automatically connecting the explanations given by XAI tools to tangible concepts that can target a range of audiences. My doctorate was in the fields of computer vision and deep neural networks. Specifically how the deep features of neural networks could be used to measure the similarity of images. I make use of my experience in computer vision to adapt XAI tools for use on images.

Explainable and transparent AI and multi-agent systems: 6th international workshop, EXTRAAMAS 2024, Auckland, New Zealand, May 6–10, 2024, revised selected papers, Cham: Springer 2024 : 184-188
Främling, Kary; Apopei, Ioan-Vlad; Grund Pihlgren, Gustav; et al.
Proceedings of the 5th Northern Lights Deep Learning Conference (NLDL), PMLR 233, 2024, Cambridge: PMLR 2024 : 212-219
Pihlgren, Gustav Grund; Sandin, Fredrik; Liwicki, Marcus

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