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Ensembles of data-efficient vision transformers as a new paradigm for automated classification in ecology
Kyathanahally, S. P., Hardeman, T., Reyes, M., Merz, E., Bulas, T., Brun, P., … Baity-Jesi, M. (2022). Ensembles of data-efficient vision transformers as a new paradigm for automated classification in ecology. Scientific Reports, 12, 18590 (11 pp.). https://doi.org/10.1038/s41598-022-21910-0
Towards globally relevant, small-footprint dewatering solutions: Optimal conditioner dose for highly variable blackwater from non-sewered sanitation
Shaw, K., Vogel, M., Andriessen, N., Hardeman, T., Dorea, C. C., & Strande, L. (2022). Towards globally relevant, small-footprint dewatering solutions: Optimal conditioner dose for highly variable blackwater from non-sewered sanitation. Journal of Environmental Management, 321, 115961 (11 pp.). https://doi.org/10.1016/j.jenvman.2022.115961
Deep learning classification of Lake Zooplankton
Kyathanahally, S. P., Hardeman, T., Merz, E., Bulas, T., Reyes, M., Isles, P., … Baity-Jesi, M. (2021). Deep learning classification of Lake Zooplankton. Frontiers in Microbiology, 12, 746297 (13 pp.). https://doi.org/10.3389/fmicb.2021.746297
Underwater dual-magnification imaging for automated lake plankton monitoring
Merz, E., Kozakiewicz, T., Reyes, M., Ebi, C., Isles, P., Baity-Jesi, M., … Pomati, F. (2021). Underwater dual-magnification imaging for automated lake plankton monitoring. Water Research, 203, 117524 (12 pp.). https://doi.org/10.1016/j.watres.2021.117524