Huisken, Jan

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06.06.2024

Open Problem: Active Representation Learning

Authors Milosevic N, Müller G, Huisken J, Scherf N Journal Arxiv Citation arXiv:2406.03845. Abstract In this work, we introduce the concept of Active Representation Learning, a novel class of problems that intertwines exploration and representation learning within partially observable environments. We extend ideas from Active Simultaneous Localization and Mapping (active
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04.01.2024

Image restoration of degraded time-lapse microscopy data mediated by near-infrared imaging

Authors Gritti N, Power RM, Graves A, Huisken J Journal Nature Methods Citation Nat Methods (2024). Abstract Time-lapse fluorescence microscopy is key to unraveling biological development and function; however, living systems, by their nature, permit only limited interrogation and contain untapped information that can only be captured by more invasive
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