Changkyu Choi
Changkyu Choi,
Michael Kampffmeyer,
Nils Olav Handegard,
Arnt-Børre Salberg,
Robert Jenssen
:
Deep Semisupervised Semantic Segmentation in Multifrequency Echosounder Data
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
Changkyu Choi,
Filippo Maria Bianchi,
Michael Kampffmeyer,
Robert Jenssen
:
Short-Term Load Forecasting with Missing Data using Dilated Recurrent Attention Networks
Changkyu Choi
:
Deep learning landscape 1: Neural networks basic
2023
Changkyu Choi
:
Deep learning landscape 3: Explainable deep learning
2023
Changkyu Choi
:
Deep learning landscape 2: Image tasks and CNNs
2023
Changkyu Choi
:
Deep learning landscape 4: Transformers and their applicability in the marine domain now and in the near future
2023
Changkyu Choi,
Michael Christian Kampffmeyer,
Nils Olav Handegard,
Arnt-Børre Salberg,
Robert Jenssen
:
Deep Semi-supervised Semantic Segmentation in Multi-frequency Echosounder Data
2023
Changkyu Choi
:
Introduction to generative AI
2023
Changkyu Choi
:
DIB-X: Formulating Explainability Principles for a Self-explainable Model through Information Theoretic Learning
2023
Changkyu Choi
:
Recent Deep Learning Models and their Applicability in the Marine Domain Now and in the Near Future
2023
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
:
Segmenting Multi-frequency Marine Acoustic Data in a Semi-supervised Fashion
2022
Changkyu Choi,
Shujian Yu,
Michael Kampffmeyer,
Arnt-Børre Salberg,
Nils Olav Handegard,
Suaiba Amina Salahuddin
et al.:
Explaining Marine Acoustic Target Classification in Multi-channel Echosounder Data using Self-attention Mask, Information-Bottleneck, and Mask Prior
2022
Changkyu Choi
:
Marine Vision: When Visual Intelligence meets Marine Science
2021 FULLTEKST
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. Aug 2021 FULLTEKST
Changkyu Choi
:
Semi-supervised Semantic Segmentation in Multi-frequency Echosounder Data
2021 FULLTEKST
Changkyu Choi
:
Deep Semi-supervised Target Classification in Multi-frequency Echosounder Data
2021
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 ARKIV
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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