Publikationer pr. år
Publikationer pr. år
Personlig profil
Kort præsentation
My name is Nico Lang and I am a Postdoc at the University of Copenhagen associated with the Pioneer centre for AI, where I am co-advised by Serge Belongie and Christian Igel. I received my PhD from ETH Zurich, where I was working in the EcoVision Lab that is part of the Photogrammetry and Remote Sensing (PRS) group under the supervision of Prof. Konrad Schindler and Prof. Jan Dirk Wegner.
Research
My research interests are in the area of computer vision, machine learning, and remote sensing and in developing new methods using these techniques to support environmental sciences. My PhD research focused on advancing the way we measure forest structure at global scales using publicly available satellite data. My interests also include uncertainty estimation in deep learning, anomaly detection, and learning from imbalanced data, as these are omnipresent challenges that arise when working on real-world problems. I see great potential in the application of machine learning to address global environmental issues.
Links
- Personal website: https://langnico.github.io/
- Twitter: @nicolangnl
- Google scholar
Samarbejde og topforskningsområder i de sidste fem år
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From Coarse to Fine-Grained Open-Set Recognition
Lang, N., Snæbjarnarson, V., Cole, E., Aodha, O. M., Igel, C. & Belongie, S., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE Computer Society Press, s. 17804-17814 11 s. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review
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A high-resolution canopy height model of the Earth
Lang, N., Jetz, W., Schindler, K. & Wegner, J. D., 2023, I: Nature Ecology and Evolution. 7, 11, s. 1778-1789 28 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
Åben adgangFil89 Citationer (Scopus)11 Downloads (Pure) -
Cocoa plantations are associated with deforestation in Côte d’Ivoire and Ghana
Kalischek, N., Lang, N., Renier, C., Daudt, R. C., Addoah, T., Thompson, W., Blaser-Hart, W. J., Garrett, R., Schindler, K. & Wegner, J. D., 2023, I: Nature Food. 4, 5, s. 384-393Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
Åben adgangFil17 Citationer (Scopus)19 Downloads (Pure) -
Familiarity-Based Open-Set Recognition Under Adversarial Attacks
Enevoldsen∗, P., Gundersen, C., Lang, N., Belongie, S. & Igel, C., 2023, arXiv.org, 5 s.Publikation: Working paper › Preprint › Forskning
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The overlooked contribution of trees outside forests to tree cover and woody biomass across Europe
Liu, S., Brandt, M., Nord-Larsen, T., Chave, J., Reiner, F., Lang, N., Tong, X., Ciais, P., Igel, C., Pascual, A., Guerra-hernandez, J., Li, S., Mugabowindekwe, M., Saatchi, S., Yue, Y., Chen, Z. & Fensholt, R., 2023, I: Science Advances. 9, 37, 15 s., eadh4097.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
Åben adgangFil24 Citationer (Scopus)39 Downloads (Pure)