Research output per year
Research output per year
Fingerprint
Dive into the research topics where Axel Berg is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
Applications of Diversity and the Self-Attention Mechanism in Neural Networks
Berg, A., 2022, Lund University, Faculty of Science, Centre for Mathematical Sciences, Mathematics. 39 p.Research output: Thesis › Licentiate Thesis
Open AccessFile36 Downloads (Pure) -
Extending GCC-PHAT using Shift Equivariant Neural Networks
Berg, A., O'Connor, M., Åström, K. & Oskarsson, M., 2022, Proceedings of the Annual Conference of the International Speech Communication Association 2022. ISCA, p. 1791-1795 5 p. (Interspeech).Research output: Chapter in Book/Report/Conference proceeding › Paper in conference proceeding › peer-review
Open Access -
Points to patches: Enabling the use of self-attention for 3D shape recognition
Berg, A., Oskarsson, M. & O'Connor, M., 2022 Aug 21, 2022 26th International Conference on Pattern Recognition (ICPR). IEEE - Institute of Electrical and Electronics Engineers Inc., p. 528-534 7 p. (International Conference on Pattern Recognition).Research output: Chapter in Book/Report/Conference proceeding › Paper in conference proceeding › peer-review
Open Access -
Deep ordinal regression with label diversity
Berg, A., Oskarsson, M. & O'Connor, M., 2021, 2020 25th International Conference on Pattern Recognition (ICPR). IEEE - Institute of Electrical and Electronics Engineers Inc., p. 2740-2747 8 p. (International Conference on Pattern Recognition).Research output: Chapter in Book/Report/Conference proceeding › Paper in conference proceeding › peer-review
Open Access -
Keyword Transformer: A Self-Attention Model for Keyword Spotting
Berg, A., O'Connor, M. & Cruz, M. T., 2021 Aug 30, Proc. Interspeech 2021. ISCA, p. 4249-4253 5 p. (Interspeech).Research output: Chapter in Book/Report/Conference proceeding › Paper in conference proceeding › peer-review
Open Access
Projects
- 1 Active
-
Deep Learning for Simultaneous Localization and Mapping
Berg, A., Oskarsson, M., Åström, K. & O'Connor, M.
2019/02/01 → 2024/02/01
Project: Dissertation