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Department of Physics and Technology changkyu.choi@uit.no +4777623217 Tromsø FPARK B 201

Choi, Changkyu


PhD Student / Machine Learning


  • Changkyu Choi, Michael Kampffmeyer, Nils Olav Handegard, Arnt Børre Salberg, Olav Brautaset, Line Eikvil et al.:
    Semi-supervised target classification in multi-frequency echosounder data
    ICES Journal of Marine Science 12. August 2021 ARKIV / FULLTEKST / DOI
  • Changkyu Choi, Filippo Maria Bianchi, Michael Kampffmeyer, Robert Jenssen :
    Short-Term Load Forecasting with Missing Data using Dilated Recurrent Attention Networks
    Proceedings of the Northern Lights Deep Learning Workshop 2020 ARKIV / DOI
  • Nils Olav Handegard, Olav Brautaset, Changkyu Choi, Tomasz Furmanek, Arne Johan Hestnes, Espen Johnsen et al.:
    Developing and deploying machine learning methods for acoustic data
    2022 PROSJEKT
  • Changkyu Choi :
    Semi-supervised Semantic Segmentation in Multi-frequency Echosounder Data
    2021 FULLTEKST
  • Changkyu Choi :
    Marine Vision: When Visual Intelligence meets Marine Science
    2021 FULLTEKST
  • Changkyu Choi :
    Deep Semi-supervised Target Classification in Multi-frequency Echosounder Data
    2021
  • Nils Olav Handegard, Lars Nonboe Andersen, Olav Brautaset, Changkyu Choi, Inge Kristian Eliassen, Yngve Heggelund et al.:
    Fisheries acoustics and Acoustic Target Classification - Report from the COGMAR/CRIMAC workshop on machine learning methods in fisheries acoustics
  • Nils Olav Handegard, Changkyu Choi :
    Arbeidet hans sparer forskerne for store ressurser, og åpner for et selvstyrt fiskeri
    26. August 2021 FULLTEKST
  • Changkyu Choi, Michael Kampffmeyer, Nils Olav Handegard, Arnt Børre Salberg, Line Eikvil, Robert Jenssen :
    Semi-supervised Semantic Segmentation in Multi-frequency Echosounder Data
    2021
  • Changkyu Choi, Michael Kampffmeyer, Robert Jenssen :
    A Robustness Analysis of Personalized Propagation of Neural Prediction
    2020
  • Changkyu Choi :
    Semisupervised target classification in multifrequency echosounder data
    2020
  • Changkyu Choi, Filippo Maria Bianchi, Michael Kampffmeyer, Robert Jenssen :
    Short-Term Load Forecasting with Missing Data using Dilated Recurrent Attention Networks

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    Member of research group



    FPARK B 201

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