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Jakob D. Havtorn
Jakob D. Havtorn
Other namesJakob Drachmann Havtorn, Jakob Havtorn
Technical University of Denmark and Corti
Verified email at corti.ai - Homepage
Title
Cited by
Cited by
Year
Self-supervised speech representation learning: A review
A Mohamed, H Lee, L Borgholt, JD Havtorn, J Edin, C Igel, K Kirchhoff, ...
IEEE Journal of Selected Topics in Signal Processing 16 (6), 1179-1210, 2022
2152022
Hierarchical VAEs Know What They Don't Know
JD Havtorn, J Frellsen, S Hauberg, L Maaløe
38th International Conference on Machine Learning 139 (PMLR), 4117–4128, 2021
632021
Automated Medical Coding on MIMIC-III and MIMIC-IV: A Critical Review and Replicability Study
J Edin, A Junge, JD Havtorn, L Borgholt, M Maistro, T Ruotsalo, L Maaløe
Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023
122023
Model-agnostic out-of-distribution detection using combined statistical tests
F Bergamin, PA Mattei, JD Havtorn, H Senetaire, H Schmutz, L Maaløe, ...
25th International Conference on Artificial Intelligence and Statistics …, 2022
112022
A Brief Overview of Unsupervised Neural Speech Representation Learning
L Borgholt, JD Havtorn, J Edin, L Maaløe, C Igel
2nd Workshop on Self-supervised Learning for Audio and Speech Processing …, 2022
92022
Do end-to-end speech recognition models care about context?
L Borgholt, JD Havtorn, Ž Agić, A Søgaard, L Maaløe, C Igel
21st Annual Conference of the International Speech Communication Association …, 2020
82020
Do we still need automatic speech recognition for spoken language understanding?
L Borgholt, JD Havtorn, M Abdou, J Edin, L Maaløe, A Søgaard, C Igel
arXiv preprint arXiv:2111.14842, 2021
52021
On scaling contrastive representations for low-resource speech recognition
L Borgholt, TMS Tax, JD Havtorn, L Maaløe, C Igel
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2021
52021
Benchmarking Generative Latent Variable Models for Speech
JD Havtorn, L Borgholt, S Hauberg, J Frellsen, L Maaløe
ICLR 2022 Workshop on Deep Generative Models for Highly Structured Data, 2022
22022
MultiQT: Multimodal learning for real-time question tracking in speech
JD Havtorn, J Latko, J Edin, L Borgholt, L Maaløe, L Belgrano, ...
58th Annual Meeting of the Association for Computational Linguistics, 2370--2380, 2020
22020
A Retrospective Study on Machine Learning-Assisted Stroke Recognition for Medical Helpline Calls
J Wenstrup, JD Havtorn, L Borgholt, SNF Blomberg, L Maaløe, ...
npj Digital Medicine 6 (1), 2023
12023
MSViT: Dynamic Mixed-Scale Tokenization for Vision Transformers
JD Havtorn, A Royer, T Blankevoort, BE Bejnordi
ICCV 2023 Workshop on New Ideas in Vision Transformers, 2023
12023
Variational Optimization of Neural Networks
JD Havtorn, O Winther
https://github.com/JakobHavtorn/Master-Thesis, 2018
2018
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Articles 1–13