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Aasa Feragen

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

33

Venues

11

Active years

2010–2025

Best venue rank

A*

Where they publish

Papers

33 indexed papers, newest first.

YearVenueTitleAuthors
2025MICCAIGeneral Methods Make Great Domain-Specific Foundation Models: A Case-Study on Fetal Ultrasound.Jakob Ambsdorf, Asbjrn Munk, Sebastian Nrgaard Llambias, Anders Nymark Christensen, Kamil Wojciech Mikolaj, Randall Balestriero, Martin Grnnebk Tolsgaard, Aasa Feragen, Mads Nielsen
2025MICCAIDifficulty Estimation for Image-Specific Medical Image Segmentation Quality Control.Joris Fournel, Axel Bartoli, Baptiste Marchi, Arnaud Maurin, Siavash Arjomand Bigdeli, Alexis Jacquier, Aasa Feragen
2025MICCAIThe Cervix in Context: Bias Assessment in Preterm Birth Prediction.Joris Fournel, Paraskevas Pegios, Emilie Pi Fogtmann Sejer, Martin Grnnebk Tolsgaard, Aasa Feragen
2025MICCAIDiffusion-Based Iterative Counterfactual Explanations for Fetal Ultrasound Image Quality Assessment.Paraskevas Pegios, Manxi Lin, Nina Weng, Morten Bo Sndergaard Svendsen, Zahra Bashir, Siavash Arjomand Bigdeli, Anders Nymark Christensen, Martin Grnnebk Tolsgaard, Aasa Feragen
2025MICCAIInfluence of Classification Task and Distribution Shift Type on OOD Detection in Fetal Ultrasound.Chun Kit Wong, Anders Nymark Christensen, Cosmin I. Bercea, Julia A. Schnabel, Martin Grnnebk Tolsgaard, Aasa Feragen
2024ECCVGeneralizing Fairness to Generative Language Models via Reformulation of Non-discrimination Criteria.Sara Sterlie, Nina Weng, Aasa Feragen
2024ECCVFast Diffusion-Based Counterfactuals for Shortcut Removal and Generation.Nina Weng, Paraskevas Pegios, Eike Petersen, Aasa Feragen, Siavash Arjomand Bigdeli
2024ICMLInterpreting Equivariant Representations.Andreas Abildtrup Hansen, Anna Calissano, Aasa Feragen
2024MICCAIShortcut Learning in Medical Image Segmentation.Manxi Lin, Nina Weng, Kamil Wojciech Mikolaj, Zahra Bashir, Morten Bo Sndergaard Svendsen, Martin Grnnebk Tolsgaard, Anders Nymark Christensen, Aasa Feragen
2024MICCAISlicing Through Bias: Explaining Performance Gaps in Medical Image Analysis Using Slice Discovery Methods.Vincent Olesen, Nina Weng, Aasa Feragen, Eike Petersen
2024MICCAIUnsupervised Detection of Fetal Brain Anomalies Using Denoising Diffusion Models.Markus Ditlev Sjgren Olsen, Jakob Ambsdorf, Manxi Lin, Caroline Takse-Vester, Morten Bo Sndergaard Svendsen, Anders Nymark Christensen, Mads Nielsen, Martin Grnnebk Tolsgaard, Aasa Feragen, Paraskevas Pegios
2024MICCAILaplacian Segmentation Networks Improve Epistemic Uncertainty Quantification.Kilian Zepf, Selma Wanna, Marco Miani, Juston Moore, Jes Frellsen, Sren Hauberg, Frederik Warburg, Aasa Feragen
2024MICCAIIncorporating Clinical Guidelines Through Adapting Multi-modal Large Language Model for Prostate Cancer PI-RADS Scoring.Tiantian Zhang, Manxi Lin, Hongda Guo, Xiaofan Zhang, Ka Fung Peter Chiu, Aasa Feragen, Qi Dou
2023ICLRThat Label's got Style: Handling Label Style Bias for Uncertain Image Segmentation.Kilian Zepf, Eike Petersen, Jes Frellsen, Aasa Feragen
2023MICCAILeveraging Shape and Spatial Information for Spontaneous Preterm Birth Prediction.Paraskevas Pegios, Emilie Pi Fogtmann Sejer, Manxi Lin, Zahra Bashir, Morten Bo Sndergaard Svendsen, Mads Nielsen, Eike Petersen, Anders Nymark Christensen, Martin Grnnebk Tolsgaard, Aasa Feragen
2023MICCAIAn Automatic Guidance and Quality Assessment System for Doppler Imaging of Umbilical Artery.Chun Kit Wong, Manxi Lin, Alberto Raheli, Zahra Bashir, Morten Bo Sndergaard Svendsen, Martin Grnnebk Tolsgaard, Aasa Feragen, Anders Nymark Christensen
2022ECCVDiffConv: Analyzing Irregular Point Clouds with an Irregular View.Manxi Lin, Aasa Feragen
2022MICCAIFeature Robustness and Sex Differences in Medical Imaging: A Case Study in MRI-Based Alzheimer's Disease Detection.Eike Petersen, Aasa Feragen, Maria Luise da Costa Zemsch, Anders Henriksen, Oskar Eiler Wiese Christensen, Melanie Ganz
2020ICPRBayesian Active Learning for Maximal Information Gain on Model Parameters.Kasra Arnavaz, Aasa Feragen, Oswin Krause, Marco Loog
2019AISTATSProbabilistic Riemannian submanifold learning with wrapped Gaussian process latent variable models.Anton Mallasto, Sren Hauberg, Aasa Feragen
2019MICCAITopAwaRe: Topology-Aware Registration.Rune Kok Nielsen, Sune Darkner, Aasa Feragen
2018CVPRWrapped Gaussian Process Regression on Riemannian Manifolds.Anton Mallasto, Aasa Feragen
2016COLTOpen Problem: Kernel methods on manifolds and metric spaces. What is the probability of a positive definite geodesic exponential kernel?Aasa Feragen, Sren Hauberg
2015CVPRGeodesic exponential kernels: When curvature and linearity conflict.Aasa Feragen, Franois Lauze, Sren Hauberg
2015MICCAIA Random Riemannian Metric for Probabilistic Shortest-Path Tractography.Sren Hauberg, Michael Schober, Matthew G. Liptrot, Philipp Hennig, Aasa Feragen
2014CVPRGrassmann Averages for Scalable Robust PCA.Sren Hauberg, Aasa Feragen, Michael J. Black
2014MICCAINetwork-Guided Group Feature Selection for Classification of Autism Spectrum Disorder.Veronika Cheplygina, David M. J. Tax, Marco Loog, Aasa Feragen
2014MICCAIProbabilistic Shortest Path Tractography in DTI Using Gaussian Process ODE Solvers.Michael Schober, Niklas Kasenburg, Aasa Feragen, Philipp Hennig, Sren Hauberg
2012MICCAIA Hierarchical Scheme for Geodesic Anatomical Labeling of Airway Trees.Aasa Feragen, Jens Petersen, Megan Owen, Pechin Lo, Laura H. Thomsen, Mathilde M. W. Wille, Asger Dirksen, Marleen de Bruijne
2012SSPRComplexity of Computing Distances between Geometric Trees.Aasa Feragen
2011ICCVMeans in spaces of tree-like shapes.Aasa Feragen, Sren Hauberg, Mads Nielsen, Franois Lauze
2010ACCVGeometries on Spaces of Treelike Shapes.Aasa Feragen, Franois Lauze, Pechin Lo, Marleen de Bruijne, Mads Nielsen
2010ICPRFundamental Geodesic Deformations in Spaces of Treelike Shapes.Aasa Feragen, Franois Lauze, Mads Nielsen