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Marina M.-C. Höhne

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

3

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196

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0

Scholarly Papers (3)

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1.

Interpretable Domain Adaptation Enables Robust Lactic Acid Fermentation Monitoring from Waste

Number of pages: 20 Posted: 06 Nov 2024 Last Revised: 14 Jul 2025
Majharulislam Babor, Shanghua Liu, Arman Arefi, Agata Olszewska-Widdrat, Barbara Sturm, Joachim Venus and Marina M.-C. Höhne
Leibniz Institute for Agricultural Engineering and Bioeconomy (ATB), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Leibniz Institute for Agricultural Engineering and Bioeconomy (ATB), affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 121 (592,433)

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out-of-distribution, domain adaptation, invariant features, FTIR, explainable AI, model interpretation

2.

LeafTrackNet: A Deep Learning Framework for Robust Leaf Tracking in Top-Down Plant Phenotyping

Number of pages: 18 Posted: 05 Nov 2025
Shanghua Liu, Majharulislam Babor, Christoph Verduyn, Breght Vandenberghe, Bruno Betoni Parodi, Cornelia Weltzien and Marina M.-C. Höhne
affiliation not provided to SSRN, Leibniz Institute for Agricultural Engineering and Bioeconomy (ATB), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Leibniz Institute for Agricultural Engineering and Bioeconomy (ATB) and affiliation not provided to SSRN
Downloads 64 (924,743)

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canola, embedding learning, multi-object tracking, agricultural computer vision, RGB Image

3.

When Multi-Sensor Fusion Fails to Generalize: Cattle Posture Classification Under Animal-Level and Temporal Distribution Shift

Number of pages: 20 Posted: 11 Jun 2026
Leutrim Uka, Severino Pinto, Gundula Hoffmann and Marina M.-C. Höhne
University of Potsdam, affiliation not provided to SSRN, Leibniz Institute for Agricultural Engineering and Bioeconomy (ATB) and affiliation not provided to SSRN
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Precision livestock farmingWearable sensorsMulti-sensor fusionDistribution shiftModel robustnessExplainable artificial intelligenceTemporal generalizationMachine learning