Jakob D. Havtorn

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Latent Variable Models

Biomedical Informatics

Real Time Tracking

Knowledge Acquisition

Top Venues

IEEE J. Sel. Top. Signal Process.

Publications

Joakim Edin, Maria Maistro, Lars Maaløe, Lasse Borgholt, Jakob D. Havtorn, Tuukka Ruotsalo
An Unsupervised Approach to Achieve Supervised-Level Explainability in Healthcare Records. CoRR (2024)
Joakim Edin, Alexander Junge, Jakob D. Havtorn, Lasse Borgholt, Maria Maistro, Tuukka Ruotsalo, Lars Maaløe
Automated Medical Coding on MIMIC-III and MIMIC-IV: A Critical Review and Replicability Study. SIGIR (2023)
Joakim Edin, Alexander Junge, Jakob D. Havtorn, Lasse Borgholt, Maria Maistro, Tuukka Ruotsalo, Lars Maaløe
Automated Medical Coding on MIMIC-III and MIMIC-IV: A Critical Review and Replicability Study. CoRR (2023)
Abdelrahman Mohamed, Hung-yi Lee, Lasse Borgholt, Jakob D. Havtorn, Joakim Edin, Christian Igel, Katrin Kirchhoff, Shang-Wen Li, Karen Livescu, Lars Maaløe, Tara N. Sainath, Shinji Watanabe
Self-Supervised Speech Representation Learning: A Review. CoRR (2022)
Jakob D. Havtorn, Lasse Borgholt, Søren Hauberg, Jes Frellsen, Lars Maaløe
Benchmarking Generative Latent Variable Models for Speech. CoRR (2022)
Abdelrahman Mohamed, Hung-yi Lee, Lasse Borgholt, Jakob D. Havtorn, Joakim Edin, Christian Igel, Katrin Kirchhoff, Shang-Wen Li, Karen Livescu, Lars Maaløe, Tara N. Sainath, Shinji Watanabe
Self-Supervised Speech Representation Learning: A Review. IEEE J. Sel. Top. Signal Process. 16 (6) (2022)
Federico Bergamin, Pierre-Alexandre Mattei, Jakob D. Havtorn, Hugo Senetaire, Hugo Schmutz, Lars Maaløe, Søren Hauberg, Jes Frellsen
Model-agnostic out-of-distribution detection using combined statistical tests. CoRR (2022)
Lasse Borgholt, Tycho M. S. Tax, Jakob D. Havtorn, Lars Maaløe, Christian Igel
On Scaling Contrastive Representations for Low-Resource Speech Recognition. ICASSP (2021)
Jakob D. Havtorn, Jes Frellsen, Søren Hauberg, Lars Maaløe
Hierarchical VAEs Know What They Don't Know. CoRR (2021)
Jakob D. Havtorn, Jan Latko, Joakim Edin, Lasse Borgholt, Lars Maaløe, Lorenzo Belgrano, Nicolai F. Jakobsen, Regitze Sdun, Zeljko Agic
MultiQT: Multimodal Learning for Real-Time Question Tracking in Speech. CoRR (2020)
Jakob D. Havtorn, Jan Latko, Joakim Edin, Lars Maaløe, Lasse Borgholt, Lorenzo Belgrano, Nicolai Jacobsen, Regitze Sdun, Zeljko Agic
MultiQT: Multimodal learning for real-time question tracking in speech. ACL (2020)
Lasse Borgholt, Jakob D. Havtorn, Zeljko Agic, Anders Søgaard, Lars Maaløe, Christian Igel
Do End-to-End Speech Recognition Models Care About Context? INTERSPEECH (2020)