Lizeth Gonzalez-Carabarin

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 8

Top Topics

Stress Response

Unsupervised Learning

Pruning Algorithms

Top Venues

DHN Post-Proceedings

IEEE Trans. Neural Networks Learn. Syst.

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)
Lizeth Gonzalez-Carabarin, Alexandre Schmid, Ruud J. G. van Sloun
Structured and tiled-based pruning of Deep Learning models targeting FPGA implementations. ISCAS (2022)
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)
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 (2022)
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 (2021)
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)
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)
Lizeth Gonzalez-Carabarin, Lisandra S. Costiner
An Unsupervised Learning Approach to Text Line Detection in Complex Illuminated Medieval Manuscripts. DHN Post-Proceedings (2020)
Lizeth Gonzalez-Carabarin, Tetsuya Asai, Masato Motomura
Low-power asynchronous digital pipeline based on mismatch-tolerant logic gates. IEICE Electron. Express 11 (15) (2014)
Jose Antonio Moreno-Cadenas, Lizeth Gonzalez-Carabarin, Felipe Gomez-Castañeda
Floating-Gate MOSFET parallel analog network for assignment problems. CCE (2010)