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Iris AM Huijben
Iris AM Huijben
Unknown affiliation
Verified email at tue.nl
Title
Cited by
Cited by
Year
Deep learning for classification and localization of COVID-19 markers in point-of-care lung ultrasound
S Roy, W Menapace, S Oei, B Luijten, E Fini, C Saltori, I Huijben, ...
IEEE transactions on medical imaging 39 (8), 2676-2687, 2020
5692020
A review of the gumbel-max trick and its extensions for discrete stochasticity in machine learning
IAM Huijben, W Kool, MB Paulus, RJG Van Sloun
IEEE transactions on pattern analysis and machine intelligence 45 (2), 1353-1371, 2022
862022
Learning sub-sampling and signal recovery with applications in ultrasound imaging
IAM Huijben, BS Veeling, K Janse, M Mischi, RJG van Sloun
IEEE Transactions on Medical Imaging 39 (12), 3955-3966, 2020
602020
Deep probabilistic subsampling for task-adaptive compressed sensing
I Huijben, BS Veeling, RJG van Sloun
8th International Conference on Learning Representations, ICLR 2020, 2020
412020
Learning sampling and model-based signal recovery for compressed sensing MRI
IAM Huijben, BS Veeling, RJG van Sloun
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
372020
Overfitting for fun and profit: Instance-adaptive data compression
T van Rozendaal, IAM Huijben, TS Cohen
arXiv preprint arXiv:2101.08687, 2021
332021
Certainty about uncertainty in sleep staging: a theoretical framework
H van Gorp, IAM Huijben, P Fonseca, RJG van Sloun, S Overeem, ...
Sleep 45 (8), zsac134, 2022
202022
Learning task-based analog-to-digital conversion for MIMO receivers
N Shlezinger, RJG Van Sloun, IAM Huijben, G Tsintsadze, YC Eldar
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
202020
Active deep probabilistic subsampling
H Van Gorp, I Huijben, BS Veeling, N Pezzotti, RJG Van Sloun
International Conference on Machine Learning, 10509-10518, 2021
192021
Instance-adaptive image and video compression using machine learning systems
TJ Van Rozendaal, IAM Huijben, TS Cohen
US Patent 11,924,445, 2024
182024
Dynamic probabilistic pruning: A general framework for hardware-constrained pruning at different granularities
L Gonzalez-Carabarin, IAM Huijben, B Veeling, A Schmid, RJG van Sloun
IEEE Transactions on Neural Networks and Learning Systems 35 (1), 733-744, 2022
112022
Representations of temporal sleep dynamics: Review and synthesis of the literature
LWA Hermans, IAM Huijben, H van Gorp, TRM Leufkens, P Fonseca, ...
Sleep Medicine Reviews 63, 101611, 2022
102022
Interpretation and further development of the hypnodensity representation of sleep structure
IAM Huijben, LWA Hermans, AC Rossi, S Overeem, MM van Gilst, ...
Physiological Measurement 44 (1), 015002, 2023
72023
Som-cpc: Unsupervised contrastive learning with self-organizing maps for structured representations of high-rate time series
IAM Huijben, AA Nijdam, S Overeem, MM Van Gilst, R Van Sloun
International Conference on Machine Learning, 14132-14152, 2023
62023
Contrastive predictive coding for anomaly detection of fetal health from the cardiotocogram
IR de Vries, IAM Huijben, RD Kok, RJG van Sloun, R Vullings
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
32022
Temporal dynamics of awakenings from slow‐wave sleep in non‐rapid eye movement parasomnia
IAM Huijben, RJG van Sloun, B Hoondert, S Dujardin, A Pijpers, ...
Journal of Sleep Research 33 (3), e14096, 2024
22024
Residual Quantization with Implicit Neural Codebooks
I Huijben, M Douze, M Muckley, R Van Sloun, J Verbeek
arXiv preprint arXiv:2401.14732, 2024
22024
Self-organizing maps for contrastive embeddings of sleep recordings
IAM Huijben, AA Nijdam, LWA Hermans, S Overeem, MM Van Gilst, ...
2022 44th Annual International Conference of the IEEE Engineering in …, 2022
22022
INSTANCE-ADAPTIVE IMAGE AND VIDEO COMPRESSION USING MACHINE LEARNING SYSTEMS
TJ Van Rozendaal, IAM Huijben, TS Cohen
US Patent App. 18/420,635, 2024
2024
Artificial intelligence based cardiotocogram assessment during labor
R Melaet, IR de Vries, RD Kok, SG Oei, IAM Huijben, RJG van Sloun, ...
European Journal of Obstetrics & Gynecology and Reproductive Biology 295, 75-85, 2024
2024
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