Alba Ordoñez

Deep learning methods for acoustic target classification 2025. Other presentation

Deep learning for marine acoustics: Leveraging data with strong, weak and no labels 2025. Lecture

Leveraging Data with Strong, Weak and No Labels in Marine Acoustics 2025. Poster

Unsupervised domain adaptation for breast cancer detection in a multi-scanner environment: A case-study from Norway 2025. Scientific lecture

A seismic foundation model for the Norwegian Continental Shelf 2025. Scientific lecture

Interactive Injectite Mapping with Minimal Training Data using Self-Supervised Learning 2025. Scientific lecture

Rotational invariance exploration for seismic CBIR 2024. Report

Explaining a Mammogram Classifier using Concept Relevance Propagation (CRP) and Relevance Maximization (RelMax) 2024. Lecture

Exploring Concept-Based Explainability in Breast Cancer Classification 2024. Report

Developing a foundation model for seismic data 2024. Poster

Training a seismic foundation model and using it for interactive labelling 2024. Scientific lecture

Foundation Models for Earth Observation 2024. Scientific lecture

EO Foundation Model. Foundation Models for Climate and Society. Deliverable D1.1 Milestone 1 2024. Report

Assessing present and future risk of water damage using building attributes, meteorology, and topography Journal of the Royal Statistical Society, Series C (Applied Statistics), vol. 72, pp. 809 828 , (ISSN 0035-9254 1467-9876 ), doi: https://doi.org/10.1093/jrsssc/qlad043 , 2023. Scientific article

Introduction of workshop on interpretability and reliability 2023. Scientific lecture

Update on seismic content-based image retrieval 2023. Scientific lecture

Searching for similar seismic structures using deep neural networks 2023. Report

Searching for Similar Seismic Structures Using Transformer-based Masked Autoencoders 2023. Poster

Improving model understanding of cancer lesions via a challenging dataset 2023. Report

Uncertainty in deep neural networks 2023. Scientific lecture

Seismic analogy retrieval: preliminary study 2022. Poster

Explainability and uncertainty for classification of mammograms 2022. Poster

Learning motion of seismic structures without human labelling 2022. Report

Learning motion of seismic structures without human labelling 2022. Report

Automatic Fish Age Determination across Different Otolith Image Labs Using Domain Adaptation Fishes, vol. 7, pp. 1 16 , (ISSN 2410-3888 ), doi: https://doi.org/10.3390/fishes7020071 , 2022. Scientific article

Evaluation of echosounder data preparation strategies for modern machine learning models Fisheries Research, vol. 254, (ISSN 0165-7836 1872-6763 ), doi: https://doi.org/10.1016/j.fishres.2022.106411 , 2022. Scientific article

DeepOtolith v1.0: An Open-Source AI Platform for Automating Fish Age Reading from Otolith or Scale Images Fishes, vol. 7, (ISSN 2410-3888 ), doi: https://doi.org/10.3390/fishes7030121 , 2022. Scientific article

An online otolith age reader using deep neural networks: Perspectives and challenges 2022. Scientific lecture

Evaluating Different Strategies for Domain Generalization in Mammogram Classifiers 2022. Report

Making sense of AI models 2022. Lecture

Improving marine acoustic target classification with context information 2022. Poster

Improving marine acoustic target classification with spatial information 2022. Scientific lecture

Providing interpretable solutions 2022. Scientific lecture

Seismic analogy retrieval: preliminary study 2022. Scientific lecture

Developing and deploying machine learning methods for acoustic data 2022. Scientific lecture

Deep Domain Adaptation Applied to Fish Age Prediction 2021. Lecture

Explainability and uncertainty for classification of mammography images 2021. Report

Machine learning for image-based interpretation of non-verbal communication - Initial version 2021. Report

Fisheries acoustics and Acoustic Target Classification - Report from the COGMAR/CRIMAC workshop on machine learning methods in fisheries acoustics , 2021. Report

Learning motion of seismic structures without human labelling 2021. Scientific lecture

Machine learning for image-based interpretation of non-verbal communication 2021. Report

Deep domain adaptation applied to automatic fish age prediction 2021. Scientific lecture

Improving marine acoustic target classification with context information 2021. Poster

Using model averaging ensembles in semantic segmentation of marine echosounder data for acoustic classification of species 2021. Scientific lecture

Explaining decisions of deep neural networks used for fish age prediction PLOS ONE, vol. 15, (ISSN 1932-6203 ), doi: https://doi.org/10.1371/journal.pone.0235013 , 2020. Scientific article

Stedsbasert risiko for vannskader - fase 1: Vurdering av topografiske indekser 2020. Report

Making sense of deep CNNs for image recognition applications 2020. Scientific lecture

Understanding a Neural Network by Visualization: Application to Fish Age Prediction 2020. Poster

Feasibility study: Non-verbal communication interpreter - Image-based methodological approaches 2020. Report

Visualization of deep neural networks applied to fish age prediction 2019. Report

Alba Ordonez; Walter Söllner; Tilman Klüver; Imaging the total wavefields by reflectivity estimation using amplitudenormalized wavefield decomposition: Field data example Geophysics, pp. S85 S97 , doi: https://doi.org/10.1190/GEO2016-0095.1 , 2017. Scientific article

Alba Ordonez; Walter Sollner; Tilman Kluver; Imaging the total wavefields by reflectivity inversion using amplitude-normalized wavefield decomposition: Field data example SEG technical program expanded abstracts, pp. 4260 4265 5 , doi: https://doi.org/10.1190/segam2016-13867751.1 , 2016. Scientific article

Alba Ordonez; Subsurface imaging using multiples from amplitude-normalized separated wavefields: Application to marine towed-streamer data 2016. Doctor dissertat

Alba Ordonez; Walter Sollner; T. Kluver; Leiv-J. Gelius; Subsurface reflectivity estimation from imaging of primaries and multiples using amplitude-normalized separated wavefields Geophysics, pp. S101 S117 , doi: https://doi.org/10.1190/GEO2015-0385.1 , 2016. Scientific article

Alba Ordonez; Walter Sollner; T. Kluver; Leiv-J. Gelius; Migration of primaries and multiples using an imaging condition for amplitude-normalized separated wavefields Geophysics, pp. S217 S230 , doi: https://doi.org/10.1190/GEO2013-0346.1 , 2014. Scientific article

Alba Ordonez; Walter Söllner; Amplitude normalized imaging condition for separated wavefields SEG Global Meeting Abstracts, pp. 1304 1308 , doi: https://doi.org/10.1190/sbgf2013-268 , 2013. Scientific article