Computer Vision and Machine Learning

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2024
Mark Deep Learning for Breast Cancer Detection in Ultrasound Imaging : Classification, Managing Data Scarcity and Detecting Out-of-Distribution Samples
Karlsson, Jennie ^LU (2024) In Licentiate theses in mathematical sciences 2024(2).
- Thesis › Licentiate thesis
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 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 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
Mark GCC-PHAT Re-Imagined - A U-Net Filter for Audio TDOA Peak-Selection
Gulin, Jens ^LU and Åström, Kalle ^LU (2024) 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing p.8806-8810
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark The use of accelerometer bracelets to evaluate arm motor function over a stroke rehabilitation period – an explorative observational study
Finn, Eric Lyckegård ; Carlsson, Håkan ; Ericson, Petter ; Åström, Kalle ^LU ; Brogårdh, Christina ^LU and Wasselius, Johan ^LU (2024) In Journal of NeuroEngineering and Rehabilitation 21(1).
- Contribution to journal › Article
Mark LuViRA Dataset Validation and Discussion: Comparing Vision, Radio, and Audio Sensors for Indoor Localization
Yaman, Ilayda ^LU ; Tian, Guoda ^LU ; Tegler, Erik ^LU ; Gulin, Jens ^LU ; Challa, Nikhil ; Tufvesson, Fredrik ^LU ; Edfors, Ove ^LU ; Åström, Kalle ^LU ; Malkowsky, Steffen ^LU and Liu, Liang ^LU (2024) In IEEE Journal of Indoor and Seamless Positioning and Navigation p.240-250
- Contribution to journal › Article
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 Geometry-Biased Transformer for Robust Multi-View 3D Human Pose Reconstruction
Moliner, Olivier ^LU ; Huang, Sangxia and Astrom, Kalle ^LU (2024) 18th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2024
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Artificial intelligence for detection of prostate cancer in biopsies during active surveillance
Arvidsson, Ida ^LU ; Svanemur, Edvard ; Marginean, Felicia ^LU ; Simoulis, Athanasios ^LU ; Overgaard, Niels Christian ^LU ; Åström, Kalle ^LU ; Heyden, Anders ^LU ; Krzyzanowska, Agnieszka ^LU and Bjartell, Anders ^LU (2024) In BJU International 134(6). p.1001-1009
- Contribution to journal › Article

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