2021
Gustavo Silva, Paul Rodríguez, "Robustifying stability of the Fast iterative shrinkage thresholding algorithm for regularized problems", IEEE 29th European Signal Processing Conference (EUSIPCO), Aug., 2021.
2020
Barbara Pilastre, Gustavo Silva, Loïc Boussouf, Stéphane d’Escrivan, Paul Rodríguez, Jean-Yves Tourneret, "Anomaly Detection in Mixed Time-Series Using A Convolutional Sparse Representation With Application To Spacecraft Health Monitoring", IIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020.
Gustavo Silva, Paul Rodríguez, "Efficient Consensus Model based on Proximal Gradient Method applied to Convolutional Sparse Problems", arXiv preprint arXiv:2011.10100}
2019
Gustavo Silva, Paul Rodríguez, "Generalized combinatorial approach using single filter basis for convolutional sparse modeling", IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), (Le gosier, Guadeloupe), Dec. 2019.
Gustavo Silva, Paul Rodríguez, "FISTA: achieving a rate of convergence proportional to k-3 for small/medium values of k", IEEE European Signal Processing Conference (EUSIPCO), (A Coruña, Spain), Sep, 2019.
Gustavo Silva, Jorge Quesada, Paul Rodriguez "Hyper-parameter selection on Convolutional Dictionary Learning through local $\ell_{0,infty}$ norm", IEEE European Signal Processing Conference (EUSIPCO), (A Coruña, Spain), Sep. 2019.
Jorge Quesada, Gustavo Silva, Paul Rodriguez, Brendt Wohlberg "Combinatorial Separable Convolutional Dictionaries", IEEE Symposium on Image, Signal Processing and Artificial Vision (STSIVA), (Bucaramanga, Colombia), April 2019.
2018
Gustavo Silva, Paul Rodriguez "Efficient Algorithm for Convolutional Dictionary Learning via Accelerated Proximal Gradient Consensus", IEEE International Conference on Image Processing (ICIP), (Athens, Greece), October, 2018
Gustavo Silva, Jorge Quesada, Paul Rodriguez "Efficient Separable Filter Estimation Using Rank-1 Convolutional Dictionary Learning", IEEE International Conference on Image Processing (ICIP), (Athens, Greece), October, 2018
Gustavo Silva, Paul Rodríguez, "Efficient Convolutional Dictionary Learning Using Partial Update Fast Iterative Shrinkage-Thresholding Algorithm", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), (Calgary, Canada), April 2018.
2017
Gustavo Silva, Jorge Quesada, Paul Rodríguez, Brendt Wohlberg, "Fast Convolutional Sparse Coding with Separable Filters", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), (New Orleans, LA, USA), March 2017.
2015
Gustavo Silva, Paul Rodriguez. "Jitter invariant incremental principal component pursuit for video background modeling on the TK1", Signals, Systems and Computers, 2015 49th Asilomar Conference on. IEEE, 2015.
Gustavo Silva, Paul Rodríguez, "Fast Omni-Image Unwarpping on the Jetson TK1", GPU Technical Conference (GTC), (San Jose, CA, USA), March, 2015.