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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
5492020
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
702022
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
582020
Overfitting for fun and profit: Instance-adaptive data compression
T van Rozendaal, IAM Huijben, TS Cohen
arXiv preprint arXiv:2101.08687, 2021
382021
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
342020
Deep probabilistic subsampling for task-adaptive compressed sensing
I Huijben, BS Veeling, RJG van Sloun
8th International Conference on Learning Representations, ICLR 2020, 2020
332020
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
192020
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
182022
Active deep probabilistic subsampling
H Van Gorp, I Huijben, BS Veeling, N Pezzotti, RJG Van Sloun
International Conference on Machine Learning, 10509-10518, 2021
142021
Instance-adaptive image and video compression using machine learning systems
TJ Van Rozendaal, IAM Huijben, TS Cohen
US Patent 11,924,445, 2024
132024
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, 2022
92022
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
52023
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
52022
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
32023
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
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
22022
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, e14096, 2023
12023
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, 2024
2024
Residual Quantization with Implicit Neural Codebooks
I Huijben, M Douze, M Muckley, R van Sloun, J Verbeek
arXiv preprint arXiv:2401.14732, 2024
2024
SOM-CPC: a new clustering method for sleep recordings to facilitate pattern recognition
I Huijben, R van Sloun, S Overeem, M van Gilst
JOURNAL OF SLEEP RESEARCH 31, 2022
2022
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Articles 1–20