Iris A. M. Huijben

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 19

Top Topics

Signal Recovery

Structured Representations

Top Venues

IEEE Trans. Medical Imaging

Publications

Lizeth Gonzalez-Carabarin, Iris A. M. Huijben, Bas Veeling, Alexandre Schmid, Ruud J. G. van Sloun
Dynamic Probabilistic Pruning: A General Framework for Hardware-Constrained Pruning at Different Granularities. IEEE Trans. Neural Networks Learn. Syst. 35 (1) (2024)
Iris A. M. Huijben, Matthijs Douze, Matthew J. Muckley, Ruud van Sloun, Jakob Verbeek
Residual Quantization with Implicit Neural Codebooks. CoRR (2024)
Iris A. M. Huijben, Wouter Kool, Max B. Paulus, Ruud J. G. van Sloun
A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (2) (2023)
Iris A. M. Huijben, Arthur Andreas Nijdam, Sebastiaan Overeem, Merel M. van Gilst, Ruud van Sloun
SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series. ICML (2023)
Iris A. M. Huijben, Arthur A. Nijdam, Lieke W. A. Hermans, Sebastiaan Overeem, Merel M. van Gilst, Ruud J. G. van Sloun
Self-Organizing Maps for Contrastive Embeddings of Sleep Recordings. EMBC (2022)
Iris A. M. Huijben, Arthur A. Nijdam, Sebastiaan Overeem, Merel M. van Gilst, Ruud J. G. van Sloun
SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series. CoRR (2022)
Bert de Vries, Iris A. M. Huijben, René D. Kok, Ruud J. G. van Sloun, Rik Vullings
Contrastive Predictive Coding for Anomaly Detection of Fetal Health from the Cardiotocogram. ICASSP (2022)
Iris A. M. Huijben, Wouter Kool, Max B. Paulus, Ruud J. G. van Sloun
A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning. CoRR (2021)
Lizeth Gonzalez-Carabarin, Iris A. M. Huijben, Bastiaan S. Veeling, Alexandre Schmid, Ruud J. G. van Sloun
Dynamic Probabilistic Pruning: A general framework for hardware-constrained pruning at different granularities. CoRR (2021)
Hans Van Gorp, Iris A. M. Huijben, Bastiaan S. Veeling, Nicola Pezzotti, Ruud J. G. van Sloun
Active Deep Probabilistic Subsampling. ICML (2021)
Ties van Rozendaal, Iris A. M. Huijben, Taco Cohen
Overfitting for Fun and Profit: Instance-Adaptive Data Compression. ICLR (2021)
Ties van Rozendaal, Iris A. M. Huijben, Taco S. Cohen
Overfitting for Fun and Profit: Instance-Adaptive Data Compression. CoRR (2021)
Iris A. M. Huijben, Bastiaan S. Veeling, Ruud J. G. van Sloun
Learning Sampling and Model-Based Signal Recovery for Compressed Sensing MRI. ICASSP (2020)
Subhankar Roy, Willi Menapace, Sebastiaan Oei, Ben Luijten, Enrico Fini, Cristiano Saltori, Iris A. M. Huijben, Nishith Chennakeshava, Federico Mento, Alessandro Sentelli, Emanuele Peschiera, Riccardo Trevisan, Giovanni Maschietto, Elena Torri, Riccardo Inchingolo, Andrea Smargiassi, Gino Soldati, Paolo Rota, Andrea Passerini, Ruud J. G. van Sloun, Elisa Ricci, Libertario Demi
Deep Learning for Classification and Localization of COVID-19 Markers in Point-of-Care Lung Ultrasound. IEEE Trans. Medical Imaging 39 (8) (2020)
Iris A. M. Huijben, Bastiaan S. Veeling, Ruud J. G. van Sloun
Learning Sampling and Model-Based Signal Recovery for Compressed Sensing MRI. CoRR (2020)
Iris A. M. Huijben, Bastiaan S. Veeling, Ruud J. G. van Sloun
Deep probabilistic subsampling for task-adaptive compressed sensing. ICLR (2020)
Nir Shlezinger, Ruud J. G. van Sloun, Iris A. M. Huijben, Georgee Tsintsadze, Yonina C. Eldar
Learning Task-Based Analog-to-Digital Conversion for MIMO Receivers. ICASSP (2020)
Iris A. M. Huijben, Bastiaan S. Veeling, Kees Janse, Massimo Mischi, Ruud J. G. van Sloun
Learning Sub-Sampling and Signal Recovery With Applications in Ultrasound Imaging. IEEE Trans. Medical Imaging 39 (12) (2020)
Iris A. M. Huijben, Bastiaan S. Veeling, Kees Janse, Massimo Mischi, Ruud J. G. van Sloun
Learning Sub-Sampling and Signal Recovery with Applications in Ultrasound Imaging. CoRR (2019)