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Ensembles of data-efficient vision transformers as a new paradigm for automated classification in ecology

, , , , , , , and . Scientific Reports, 12 (1): 18590 (2022)

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Predicting Chemical Hazard across Taxa through Machine Learning., , , , , and . CoRR, (2021)Initial Guessing Bias: How Untrained Networks Favor Some Classes., , and . CoRR, (2023)Ensembles of data-efficient vision transformers as a new paradigm for automated classification in ecology, , , , , , , and . Scientific Reports, 12 (1): 18590 (2022)Differentiable modeling to unify machine learning and physical models and advance Geosciences., , , , , , , , , and 19 other author(s). CoRR, (2023)A Theoretical Analysis of the Learning Dynamics under Class Imbalance., , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 10285-10322. PMLR, (2023)Spin Glass Simulations on the Janus Architecture: A Desperate Quest for Strong Scaling., , , , , , , , , and 16 other author(s). Euro-Par Workshops, volume 7640 of Lecture Notes in Computer Science, page 528-537. Springer, (2012)Ensembles of Vision Transformers as a New Paradigm for Automated Classification in Ecology., , , , , , and . CoRR, (2022)Deep Learning Classification of Lake Zooplankton., , , , , , , and . CoRR, (2021)The Janus Project: Boosting Spin-Glass Simulations Using FPGAs., , , , , , , , , and 14 other author(s). PDeS, page 227-232. International Federation of Automatic Control, (2013)Modeling Node Exposure for Community Detection in Networks., , , and . COMPLEX NETWORKS (2), volume 1078 of Studies in Computational Intelligence, page 233-244. Springer, (2022)