Dynamic Probabilistic Pruning: A General Framework for Hardware-Constrained Pruning at Different Granularities
Gonzalez-Carabarin, Lizeth, Huijben, Iris A. M., Veeling, Bastian, Schmid, Alexandre, van Sloun, Ruud J. G.
Published in IEEE transaction on neural networks and learning systems (01.01.2024)
Published in IEEE transaction on neural networks and learning systems (01.01.2024)
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Journal Article
Certainty about uncertainty in sleep staging: a theoretical framework
van Gorp, Hans, Huijben, Iris A M, Fonseca, Pedro, van Sloun, Ruud J G, Overeem, Sebastiaan, van Gilst, Merel M
Published in Sleep (New York, N.Y.) (01.08.2022)
Published in Sleep (New York, N.Y.) (01.08.2022)
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Journal Article
Temporal dynamics of awakenings from slow-wave sleep in non-rapid eye movement parasomnia
Huijben, Iris A M, van Sloun, Ruud J G, Hoondert, Bertram, Dujardin, Sylvie, Pijpers, Angelique, Overeem, Sebastiaan, van Gilst, Merel M
Published in Journal of sleep research (01.05.2024)
Published in Journal of sleep research (01.05.2024)
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Journal Article
Artificial intelligence based cardiotocogram assessment during labor
Melaet, Raoul, de Vries, Ivar R., Kok, René D., Guid Oei, S., Huijben, Iris A.M., van Sloun, Ruud J.G., O.E.H. van Laar, Judith, Vullings, Rik
Published in European journal of obstetrics & gynecology and reproductive biology (01.04.2024)
Published in European journal of obstetrics & gynecology and reproductive biology (01.04.2024)
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Journal Article
Learning Task-Based Analog-to-Digital Conversion for MIMO Receivers
Shlezinger, Nir, van Sloun, Ruud J. G., Huijben, Iris A. M., Tsintsadze, Georgee, Eldar, Yonina C.
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
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Conference Proceeding
Contrastive Predictive Coding for Anomaly Detection of Fetal Health from the Cardiotocogram
de Vries, Ivar R., Huijben, Iris A. M., Kok, Rene D., van Sloun, Ruud J. G., Vullings, Rik
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
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Conference Proceeding
Learning Sub-Sampling and Signal Recovery with Applications in Ultrasound Imaging
Huijben, Iris A M, Veeling, Bastiaan S, Janse, Kees, Mischi, Massimo, Ruud J G van Sloun
Published in arXiv.org (23.10.2020)
Published in arXiv.org (23.10.2020)
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Paper
Journal Article
Learning Sampling and Model-Based Signal Recovery for Compressed Sensing MRI
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Paper
Journal Article
Learning Sampling and Model-Based Signal Recovery for Compressed Sensing MRI
Huijben, Iris A.M., Veeling, Bastiaan S., van Sloun, Ruud J.G.
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
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Conference Proceeding
Residual Quantization with Implicit Neural Codebooks
Huijben, Iris A. M, Douze, Matthijs, Muckley, Matthew, van Sloun, Ruud J. G, Verbeek, Jakob
Year of Publication 26.01.2024
Year of Publication 26.01.2024
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Journal Article
A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning
Huijben, Iris A. M, Kool, Wouter, Paulus, Max B, van Sloun, Ruud J. G
Year of Publication 04.10.2021
Year of Publication 04.10.2021
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Journal Article
Dynamic Probabilistic Pruning: A general framework for hardware-constrained pruning at different granularities
Gonzalez-Carabarin, Lizeth, Huijben, Iris A. M, Veeling, Bastiaan S, Schmid, Alexandre, van Sloun, Ruud J. G
Year of Publication 26.05.2021
Year of Publication 26.05.2021
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Journal Article
Residual Quantization with Implicit Neural Codebooks
Huijben, Iris A M, Douze, Matthijs, Muckley, Matthew, Ruud J G van Sloun, Verbeek, Jakob
Published in arXiv.org (21.05.2024)
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Published in arXiv.org (21.05.2024)
Paper