Research output per year
Research output per year
Personal profile
Research
I am an industrial PhD student affiliated with Arm and the Wallenberg AI, Autonomous Systems and Software Program. My research interests include machine learning for computer vision and localization problems.
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Collaborations the last five years
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Research output
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Machine Learning for Perception and Localization: Efficient and Invariant Methods
Berg, A., 2024 Dec, Lund: Centre for Mathematical Sciences, Lund University. 260 p.Research output: Thesis › Doctoral Thesis (compilation)
Open AccessFile122 Downloads (Pure) -
Towards Federated Learning with on-device Training and Communication in 8-bit Floating Point
Wang, B., Berg, A., Acar, D. A. E. & Zhou, C., 2024 Aug 26.Research output: Contribution to conference › Paper, not in proceeding › peer-review
Open Access -
THE LU SYSTEM FOR DCASE 2024 SOUND EVENT LOCALIZATION AND DETECTION CHALLENGE
Berg, A., Engman, J., Gulin, J., Åström, K. & Oskarsson, M., 2024 Jun 30Research output: Book/Report › Report › Research
Open Access -
Learning Multi-Target TDOA Features for Sound Event Localization and Detection
Berg, A., Engman, J., Gulin, J., Åström, K. & Oskarsson, M., 2024, Proceedings of the Detection and Classification of Acoustic Scenes and Events 2024 Workshop (DCASE2024). Zenodo, p. 16-20Research output: Chapter in Book/Report/Conference proceeding › Paper in conference proceeding › peer-review
Open Access -
wav2pos: Sound Source Localization using Masked Autoencoders
Berg, A., Gulin, J., O'Connor, M., Zhou, C., Åström, K. & Oskarsson, M., 2024, 2024 14th International Conference on Indoor Positioning and Indoor Navigation (IPIN). IEEE - Institute of Electrical and Electronics Engineers Inc., p. 1-8 8 p. (International Conference on Indoor Positioning and Indoor Navigation (IPIN)).Research output: Chapter in Book/Report/Conference proceeding › Paper in conference proceeding › peer-review
Open Access
Projects
- 1 Finished
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Deep Learning for Simultaneous Localization and Mapping
Berg, A. (Researcher), Oskarsson, M. (Supervisor), Åström, K. (Assistant supervisor) & O'Connor, M. (Assistant supervisor)
2019/02/01 → 2024/02/01
Project: Dissertation