Alba Ordoñez

Arnt-Børre Salberg; Edward Fabian Meyer Bull; Alba Ordonez; Uncertainty in deep neural networks 2023. Vitenskapelig foredrag

Alba Ordonez; Introduction of workshop on interpretability and reliability 2023. Vitenskapelig foredrag

Alba Ordonez; Anders Ueland Waldeland; David Wade; Celine Ravaut; Update on seismic content-based image retrieval 2023. Vitenskapelig foredrag

Alba Ordonez; Anders U. Waldeland; Searching for similar seismic structures using deep neural networks 2023. Rapport

Alba Ordonez; Anders Ueland Waldeland; David Wade; Celine Ravaut; Searching for Similar Seismic Structures Using Transformer-based Masked Autoencoders 2023. Poster

Alba Ordonez; Amund Hansen Vedal; Improving model understanding of cancer lesions via a challenging dataset 2023. Rapport

Dimitris V. Politikos; Nikolaos Sykiniotis; Georgios Petasis; Pavlos Dedousis; Alba Ordonez; Rune Vabø; Aikaterini Anastasopoulou; Endre Moen; Chryssi Mytilineou; Arnt-Børre Salberg; Archontia Chatzispyrou; Ketil Malde; DeepOtolith v1.0: An Open-Source AI Platform for Automating Fish Age Reading from Otolith or Scale Images journal Fishes, vol. 7, pp. 11 , (ISSN 2410-3888 2410-3888 ), doi: https://doi.org/10.3390/fishes7030121 , 2022. Vitenskapelig artikkel

Arnt Børre Salberg; Alba Ordonez; Making sense of AI models 2022. Faglig foredrag

Ingrid Utseth; Alba Ordonez; Line Eikvil; Olav Brautaset; Arnt Børre Salberg; Nils Olav Handegard; Improving marine acoustic target classification with context information 2022. Poster

Alba Ordonez; Improving marine acoustic target classification with spatial information 2022. Vitenskapelig foredrag

Alba Ordonez; Providing interpretable solutions 2022. Vitenskapelig foredrag

Anders Ueland Waldeland; Alba Ordonez; David Wade; Seismic analogy retrieval: preliminary study 2022. Vitenskapelig foredrag

Alba Ordonez; Anders Ueland Waldeland; David Wade; Seismic analogy retrieval: preliminary study 2022. Poster

Nils Olav Handegard; Olav Brautaset; Changkyu Choi; Tomasz Furmanek; Arne Johan Hestnes; Espen Johnsen; Alba Ordonez; Ingrid Utseth; Sindre Vatnehol; Geir Huse; Developing and deploying machine learning methods for acoustic data , 2022. Vitenskapelig foredrag

Alba Ordonez; Amund Hansen Vedal; Evaluating Different Strategies for Domain Generalization in Mammogram Classifiers 2022. Rapport

Dimitris V. Politikos; Nikolaos Sykiniotis; Georgios Petasis; Pavlos Dedousis; Alba Ordonez; Rune Vabø; Aikaterini Anastasopoulou; Endre Moen; Chryssi Mytilineou; Arnt-Børre Salberg; Archontia Chatzispyrou; Ketil Malde; An online otolith age reader using deep neural networks: Perspectives and challenges 2022. Vitenskapelig foredrag

Alba Ordonez; Ingrid Utseth; Olav Brautaset; Rolf Korneliussen; Nils Olav Handegard; Evaluation of echosounder data preparation strategies for modern machine learning models journal Fisheries Research, vol. 254, pp. 8 , (ISSN 0165-7836 1872-6763 ), doi: https://doi.org/10.1016/j.fishres.2022.106411 , 2022. Vitenskapelig artikkel

Alba Ordonez; Line Eikvil; Arnt-Børre Salberg; Alf Harbitz; Bjarki Thor Elvarsson; Automatic Fish Age Determination across Different Otolith Image Labs Using Domain Adaptation journal Fishes, vol. 7, pp. 1 16 15 , (ISSN 2410-3888 2410-3888 ), doi: https://doi.org/10.3390/fishes7020071 , 2022. Vitenskapelig artikkel

Alba Ordonez; Marit Holden; Learning motion of seismic structures without human labelling 2022. Rapport

Alba Ordonez; Learning motion of seismic structures without human labelling 2022. Rapport

Alba Ordonez; Amund Hansen Vedal; Fredrik Andreas Dahl; Line Eikvil; Explainability and uncertainty for classification of mammograms 2022. Poster

Ingrid Utseth; Alba Ordonez; Line Eikvil; Olav Brautaset; Arnt-Børre Salberg; Nils Olav Handegard; Improving marine acoustic target classification with context information 2021. Poster

Alba Ordonez; Ingrid Utseth; Line Eikvil; Nils Olav Handegard; Using model averaging ensembles in semantic segmentation of marine echosounder data for acoustic classification of species 2021. Vitenskapelig foredrag

Alba Ordonez; Alf Harbitz; Bjarki Elvarsson; Line Eikvil; Arnt-Børre Salberg; Deep domain adaptation applied to automatic fish age prediction 2021. Vitenskapelig foredrag

Alba Ordonez; Line Eikvil; Marit Holden; Learning motion of seismic structures without human labelling 2021. Vitenskapelig foredrag

Nils Olav Handegard; Lars Nonboe Andersen; Olav Brautaset; Changkyu Choi; Inge Kristian Eliassen; Yngve Heggelund; Arne Johan Hestnes; Ketil Malde; Håkon Osland; Alba Ordonez; Ruben Patel; Geir Pedersen; Ibrahim Umar; Tom Van Engeland; Sindre Vatnehol; Fisheries acoustics and Acoustic Target Classification - Report from the COGMAR/CRIMAC workshop on machine learning methods in fisheries acoustics , 2021. Rapport

Line Eikvil; Marit Holden; Alba Ordonez; Machine learning for image-based interpretation of non-verbal communication 2021. Rapport

Alba Ordonez; Amund Hansen Vedal; Explainability and uncertainty for classification of mammography images 2021. Rapport

Line Eikvil; Marit Holden; Alba Ordonez; Machine learning for image-based interpretation of non-verbal communication - Initial version 2021. Rapport

Alba Ordonez; Line Eikvil; Arnt-Børre Salberg; Alf Harbitz; Sean Meling Murray; Michael Kampffmeyer; Explaining decisions of deep neural networks used for fish age prediction journal PLOS ONE, vol. 15, pp. 19 , (ISSN 1932-6203 1932-6203 ), doi: https://doi.org/10.1371/journal.pone.0235013 , 2020. Vitenskapelig artikkel

Jens Christian Wahl; Claudio Heinrich; Thordis Thorarinsdottir; Alba Ordonez; Øivind Due Trier; Arnt-Børre Salberg; Ola Haug; Stedsbasert risiko for vannskader - fase 1: Vurdering av topografiske indekser 2020. Rapport

Alba Ordonez; Arnt-Børre Salberg; Making sense of deep CNNs for image recognition applications 2020. Vitenskapelig foredrag

Alba Ordonez; Line Eikvil; Arnt Børre Salberg; Alf Harbitz; Understanding a Neural Network by Visualization: Application to Fish Age Prediction 2020. Poster

Line Eikvil; Alba Ordonez; Olav Brautaset; Feasibility study: Non-verbal communication interpreter - Image-based methodological approaches 2020. Rapport

Alba Ordonez; Line Eikvil; Arnt Børre Salberg; Visualization of deep neural networks applied to fish age prediction 2019. Rapport