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Jakob D. Havtorn
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2020 – today
- 2024
- [i12]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 abs/2406.08958 (2024) - 2023
- [c7]Jakob Drachmann Havtorn, Amélie Royer, Tijmen Blankevoort, Babak Ehteshami Bejnordi:
MSViT: Dynamic Mixed-scale Tokenization for Vision Transformers. ICCV (Workshops) 2023: 838-848 - [c6]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: 2572-2582 - [i11]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 abs/2304.10909 (2023) - [i10]Jakob Drachmann Havtorn, Amelie Royer, Tijmen Blankevoort, Babak Ehteshami Bejnordi:
MSViT: Dynamic Mixed-Scale Tokenization for Vision Transformers. CoRR abs/2307.02321 (2023) - 2022
- [j1]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): 1179-1210 (2022) - [c5]Federico Bergamin, Pierre-Alexandre Mattei, Jakob Drachmann Havtorn, Hugo Sénétaire, Hugo Schmutz, Lars Maaløe, Søren Hauberg, Jes Frellsen:
Model-agnostic out-of-distribution detection using combined statistical tests. AISTATS 2022: 10753-10776 - [i9]Jakob D. Havtorn
, Lasse Borgholt, Søren Hauberg, Jes Frellsen, Lars Maaløe:
Benchmarking Generative Latent Variable Models for Speech. CoRR abs/2202.12707 (2022) - [i8]Federico Bergamin, Pierre-Alexandre Mattei, Jakob D. Havtorn, Hugo Sénétaire, Hugo Schmutz, Lars Maaløe, Søren Hauberg, Jes Frellsen:
Model-agnostic out-of-distribution detection using combined statistical tests. CoRR abs/2203.01097 (2022) - [i7]Lasse Borgholt, Jakob Drachmann Havtorn, Joakim Edin
, Lars Maaløe, Christian Igel:
A Brief Overview of Unsupervised Neural Speech Representation Learning. CoRR abs/2203.01829 (2022) - [i6]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 abs/2205.10643 (2022) - 2021
- [c4]Lasse Borgholt
, Tycho M. S. Tax, Jakob D. Havtorn, Lars Maaløe, Christian Igel:
On Scaling Contrastive Representations for Low-Resource Speech Recognition. ICASSP 2021: 3885-3889 - [c3]Jakob Drachmann Havtorn, Jes Frellsen, Søren Hauberg, Lars Maaløe:
Hierarchical VAEs Know What They Don't Know. ICML 2021: 4117-4128 - [i5]Lasse Borgholt, Tycho Max Sylvester Tax, Jakob Drachmann Havtorn
, Lars Maaløe, Christian Igel:
On Scaling Contrastive Representations for Low-Resource Speech Recognition. CoRR abs/2102.00850 (2021) - [i4]Jakob D. Havtorn
, Jes Frellsen, Søren Hauberg, Lars Maaløe:
Hierarchical VAEs Know What They Don't Know. CoRR abs/2102.08248 (2021) - [i3]Lasse Borgholt, Jakob Drachmann Havtorn
, Zeljko Agic, Anders Søgaard, Lars Maaløe, Christian Igel:
Do End-to-End Speech Recognition Models Care About Context? CoRR abs/2102.09928 (2021) - [i2]Lasse Borgholt, Jakob Drachmann Havtorn, Mostafa Abdou, Joakim Edin, Lars Maaløe, Anders Søgaard, Christian Igel:
Do We Still Need Automatic Speech Recognition for Spoken Language Understanding? CoRR abs/2111.14842 (2021) - 2020
- [c2]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: 2370-2380 - [c1]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: 4352-4356 - [i1]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 abs/2005.00812 (2020)
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