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A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning

I. Huijben, W. Kool, M. Paulus, и R. van Sloun. (2021)cite arxiv:2110.01515Comment: Accepted as a survey article in IEEE TPAMI.

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Peter Sloun

Ruud Vlaming

Gudbrand Ruud

Frans G van Lynden

Peter G J Wendelstein

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Localizing B-Lines in Lung Ultrasonography by Weakly Supervised Deep Learning, In-Vivo Results.R. van Sloun, и L. Demi. IEEE J. Biomed. Health Informatics, 24 (4): 957-964 (2020)Deep Unfolded Robust PCA With Application to Clutter Suppression in Ultrasound.O. Solomon, R. Cohen, Y. Zhang, Y. Yang, Q. He, J. Luo, R. van Sloun, и Y. Eldar. IEEE Trans. Medical Imaging, 39 (4): 1051-1063 (2020)DA-MUSIC: Data-Driven DoA Estimation via Deep Augmented MUSIC Algorithm.J. Merkofer, G. Revach, N. Shlezinger, T. Routtenberg, и R. van Sloun. IEEE Trans. Veh. Technol., 73 (2): 2771-2785 (2024)Deep Augmented MUSIC Algorithm for Data-Driven DoA Estimation.J. Merkofer, G. Revach, N. Shlezinger, и R. van Sloun. CoRR, (2021)SubspaceNet: Deep Learning-Aided Subspace Methods for DoA Estimation.D. Shmuel, J. Merkofer, G. Revach, R. van Sloun, и N. Shlezinger. CoRR, (2023)Deep Convolutional Robust PCA with Application to Ultrasound Imaging.R. Cohen, Y. Zhang, O. Solomon, D. Toberman, L. Taieb, R. van Sloun, и Y. Eldar. ICASSP, стр. 3212-3216. IEEE, (2019)Efficient Out-of-Distribution Detection of Melanoma with Wavelet-Based Normalizing Flows.M. Valiuddin, C. Viviers, R. van Sloun, P. de With, и F. van der Sommen. CaPTion@MICCAI, том 13581 из Lecture Notes in Computer Science, стр. 99-107. Springer, (2022)Super-resolution Ultrasound Localization Microscopy through Deep Learning.R. van Sloun, O. Solomon, M. Bruce, Z. Khaing, H. Wijkstra, Y. Eldar, и M. Mischi. CoRR, (2018)Deep learning in ultrasound imaging.R. van Sloun, R. Cohen, и Y. Eldar. CoRR, (2019)Entropy of Ultrasound-Contrast-Agent Velocity Fields for Angiogenesis Imaging in Prostate Cancer.R. van Sloun, L. Demi, A. Postema, J. de la Rosette, H. Wijkstra, и M. Mischi. IEEE Trans. Medical Imaging, 36 (3): 826-837 (2017)

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