Tommy Sonne Alstrøm

18 papers A* 1Misc 2Journal 11Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
FLEXtime: Filterbank Learning to Explain Time Series.
xAI (4)
Thea Brüsch, Kristoffer Knutsen Wickstrøm, Mikkel N. Schmidt, Robert Jenssen, Tommy Sonne Alstrøm
2025 — conf
FreqRISE: Explaining time series using frequency masking.
NLDL
Thea Brüsch, Kristoffer Knutsen Wickstrøm, Mikkel N. Schmidt, Tommy Sonne Alstrøm, Robert Jenssen
2025 — conf
Towards Trustworthy AI in Demand Planning: Defining Explainability for Supply Chain Management.
ICAART (3)
Ruiqi Zhu, Cecilie Christensen, Bahram Zarrin, Per Bækgaard, Tommy Sonne Alstrøm
2024 A* conf
An improved analysis of per-sample and per-update clipping in federated learning.
ICLR
Bo Li, Xiaowen Jiang, Mikkel N. Schmidt, Tommy Sonne Alstrøm, Sebastian U. Stich
2024 Misc conf
Diffusion-Based Speech Enhancement in Matched and Mismatched Conditions Using a Heun-Based Sampler.
ICASSP
Philippe Gonzalez, Zheng-Hua Tan, Jan Østergaard, Jesper Jensen, Tommy Sonne Alstrøm, Tobias May
2024 J jnl
Investigating the Design Space of Diffusion Models for Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process.
Philippe Gonzalez, Zheng-Hua Tan, Jan Østergaard, Jesper Jensen, Tommy Sonne Alstrøm, Tobias May
2024 J jnl
Synthetic data shuffling accelerates the convergence of federated learning under data heterogeneity.
Trans. Mach. Learn. Res.
Bo Li, Yasin Esfandiari, Mikkel N. Schmidt, Tommy Sonne Alstrøm, Sebastian U. Stich
2024 J jnl
The Effect of Training Dataset Size on Discriminative and Diffusion-Based Speech Enhancement Systems.
IEEE Signal Process. Lett.
Philippe Gonzalez, Zheng-Hua Tan, Jan Østergaard, Jesper Jensen, Tommy Sonne Alstrøm, Tobias May
2023 — conf
Amortized Variational Peak Fitting For Spectroscopic Data.
MLSP
David Frich Hansen, Tommy Sonne Alstrøm, Mikkel N. Schmidt
2023 J jnl
Assessing the Generalization Gap of Learning-Based Speech Enhancement Systems in Noisy and Reverberant Environments.
CoRR
Philippe Gonzalez, Tommy Sonne Alstrøm, Tobias May
2023 J jnl
Assessing the Generalization Gap of Learning-Based Speech Enhancement Systems in Noisy and Reverberant Environments.
IEEE ACM Trans. Audio Speech Lang. Process.
Philippe Gonzalez, Tommy Sonne Alstrøm, Tobias May
2023 J jnl
Diffusion-Based Speech Enhancement in Matched and Mismatched Conditions Using a Heun-Based Sampler.
CoRR
Philippe Gonzalez, Zheng-Hua Tan, Jan Østergaard, Jesper Jensen, Tommy Sonne Alstrøm, Tobias May
2023 J jnl
Investigating the Design Space of Diffusion Models for Speech Enhancement.
CoRR
Philippe Gonzalez, Zheng-Hua Tan, Jan Østergaard, Jesper Jensen, Tommy Sonne Alstrøm, Tobias May
2023 Misc conf
On Batching Variable Size Inputs for Training End-to-End Speech Enhancement Systems.
ICASSP
Philippe Gonzalez, Tommy Sonne Alstrøm, Tobias May
2023 J jnl
On Batching Variable Size Inputs for Training End-to-End Speech Enhancement Systems.
CoRR
Philippe Gonzalez, Tommy Sonne Alstrøm, Tobias May
2023 J jnl
On convex conceptual regions in deep network representations.
CoRR
Lenka Tetková, Thea Brüsch, Teresa Karen Scheidt, Fabian Martin Mager, Rasmus Ørtoft Aagaard, Jonathan Foldager, Tommy Sonne Alstrøm, Lars Kai Hansen
2021 J jnl
Road Roughness Estimation Using Machine Learning.
CoRR
Milena Bajic, Shahrzad M. Pour, Asmus Skar, Matteo Pettinari, Eyal Levenberg, Tommy Sonne Alstrøm
2020 J jnl
On uncertainty estimation in active learning for image segmentation.
CoRR
Bo Li, Tommy Sonne Alstrøm