Computer Vision and Machine Learning

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2025
Mark Enhancing sparse identification of nonlinear dynamics with Earth-Mover distance and group similarity
Liu, Donglin ^LU and Sopasakis, Alexandros ^LU (2025) In Chaos (Woodbury, N.Y.) 35(3).
- Contribution to journal › Article
Mark Breast cancer classification in point-of-care ultrasound imaging—the impact of training data
Karlsson, Jennie ^LU ; Arvidsson, Ida ^LU ; Sahlin, Freja ; Åström, Kalle ^LU ; Overgaard, Niels Christian ^LU ; Lång, Kristina ^LU and Heyden, Anders ^LU (2025) In Journal of Medical Imaging 12(1). p.1-16
- Contribution to journal › Article
Mark Leveraging axis-aligned subspaces for high-dimensional Bayesian optimization with group testing
Hellsten, Erik ^LU ; Hvarfner, Carl ^LU ; Papenmeier, Leonard ^LU and Nardi, Luigi ^LU (2025)
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
2024
Mark Evaluating and Improving Rendered Visual Experiences : Metrics, Compression, Higher Frame Rates & Recoloring
Ebelin, Pontus ^LU (2024) In Doctoral Theses in Mathematical Sciences
- Thesis › Doctoral thesis (compilation)
Mark Estimates of Temporal Edge Detection Filters in Human Vision
Ebelin, Pontus ^LU ; Denes, Gyorgy ; Akenine-Möller, Tomas ^LU ; Åström, Kalle ^LU ; Oskarsson, Magnus ^LU and McIlhagga, William H. (2024) In ACM Transactions on Applied Perception 21(2).
- Contribution to journal › Article
Mark Early-Scheduled Handover Preparation in 5G NR Millimeter-Wave Systems
Pjanic, Dino ^LU ; Sopasakis, Alexandros ^LU ; Reial, Andres and Tufvesson, Fredrik ^LU (2024) In IEEE Open Journal of the Communications Society 5.
- Contribution to journal › Article
Mark Machine Learning for Perception and Localization: Efficient and Invariant Methods
Berg, Axel ^LU (2024) In Doctoral Thesis in Mathematical Sciences 2024(5).
- Thesis › Doctoral thesis (compilation)
Mark A GENERAL FRAMEWORK FOR USER-GUIDED BAYESIAN OPTIMIZATION
Hvarfner, Carl ^LU ; Hutter, Frank and Nardi, Luigi ^LU (2024) 12th International Conference on Learning Representations, ICLR 2024
- Contribution to conference › Paper, not in proceeding
Mark wav2pos: Sound Source Localization using Masked Autoencoders
Berg, Axel ^LU ; Gulin, Jens ^LU ; O'Connor, Mark ; Zhou, Chuteng ; Åström, Kalle ^LU and Oskarsson, Magnus ^LU (2024) 2024 14th International Conference on Indoor Positioning and Indoor Navigation (IPIN) In International Conference on Indoor Positioning and Indoor Navigation (IPIN) p.1-8
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Comparing a pre-defined versus deep learning approach for extracting brain atrophy patterns to predict cognitive decline due to Alzheimer’s disease in patients with mild cognitive symptoms
Arvidsson, Ida ^LU ; Strandberg, Olof ^LU ; Palmqvist, Sebastian ^LU ; Stomrud, Erik ^LU ; Cullen, Nicholas ^LU ; Janelidze, Shorena ^LU ; Tideman, Pontus ^LU ; Heyden, Anders ^LU ; Åström, Karl ^LU and Hansson, Oskar ^LU , et al. (2024) In Alzheimer's Research and Therapy 16(1).
- Contribution to journal › Article