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SUMMARY:Manon Chossegros: "How can we use hierarchical classification to improve the representation of white blood cell images by foundation models?"
DESCRIPTION:Title:\nHow can we use hierarchical classification to improve the representation of white blood cell images by foundation models? \nSummary:\nIn this presentation I will first make an introduction about what is hierarchical classification and how can it be implemented in Deep Learning.\nI will also introduce DinoV2 architecture that is current state-of-the-art foundation model for images. \nThen I will show how it applies to the problem of white blood cell classification\, and what is the added value of hierarchy in this context.
URL:https://www.limics.fr/event/manon-chossegros/
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