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ORCIDLizeth Gonzalez-Carabarin
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2020 – today
- 2024
[j4]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): 733-744 (2024)- 2022
- [j3]Xinyi Wei, Hans Van Gorp, Lizeth Gonzalez-Carabarin, Daniel Freedman, Yonina C. Eldar, Ruud J. G. van Sloun:
Deep Unfolding With Normalizing Flow Priors for Inverse Problems. IEEE Trans. Signal Process. 70: 2962-2971 (2022) - [c5]Xinyi Wei, Hans Van Gorp, Lizeth Gonzalez-Carabarin, Daniel Freedman, Yonina C. Eldar, Ruud J. G. van Sloun:
Image Denoising with Deep Unfolding And Normalizing Flows. ICASSP 2022: 1551-1555 - [c4]Lizeth Gonzalez-Carabarin, Alexandre Schmid, Ruud J. G. van Sloun:
Structured and tiled-based pruning of Deep Learning models targeting FPGA implementations. ISCAS 2022: 1392-1396 - 2021
- [j2]Lizeth Gonzalez-Carabarin, E. A. Castellanos-Alvarado, P. Castro-Garcia, Mario Alberto Garcia Ramirez:
Machine Learning for personalised stress detection: Inter-individual variability of EEG-ECG markers for acute-stress response. Comput. Methods Programs Biomed. 209: 106314 (2021) - [c3]Lizeth Gonzalez-Carabarin, Alexandre Schmid, Ruud J. G. van Sloun:
Hardware-oriented pruning and quantization of Deep Learning models to detect life-threatening arrhythmias. BioCAS 2021: 1-6 - [i1]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 abs/2105.12686 (2021) - 2020
- [c2]Lizeth Gonzalez-Carabarin, Lisandra S. Costiner:
An Unsupervised Learning Approach to Text Line Detection in Complex Illuminated Medieval Manuscripts. DHN Post-Proceedings 2020: 87-97
2010 – 2019
- 2014
- [j1]Lizeth Gonzalez-Carabarin, Tetsuya Asai, Masato Motomura:
Low-power asynchronous digital pipeline based on mismatch-tolerant logic gates. IEICE Electron. Express 11(15): 20140632 (2014) - 2010
- [c1]Jose Antonio Moreno-Cadenas, Lizeth Gonzalez-Carabarin, Felipe Gomez-Castañeda:
Floating-Gate MOSFET parallel analog network for assignment problems. CCE 2010: 556-559
Coauthor Index
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