Gustavo Silva

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 17

Top Topics

Thresholding Algorithm

Dictionary Learning

Top Venues

Publications

Gustavo Silva, Paul Rodríguez
Optimal Hyperparameter ε for Adaptive Stochastic Optimizers through Gradient Histograms. CoRR (2023)
Gustavo Silva, Carla I. M. Bezerra, Anderson G. Uchôa, Ivan Machado
What Factors Affect the Build Failures Correction Time? A Multi-Project Study. SBCARS (2023)
Gustavo Silva, Paul Rodríguez
Robustifying stability of the Fast iterative shrinkage thresholding algorithm for $\ell_{1}$ regularized problems. EUSIPCO (2021)
Gustavo Silva, Ricardo Ribeiro, Rui J. Lopes
"How Was the Match?": Semantic Similarity between Electronic Media Commentary and Work Domain Analysis Key Phrases. icSPORTS (2021)
Gustavo Silva, Paul Rodríguez
Efficient Consensus Model based on Proximal Gradient Method applied to Convolutional Sparse Problems. CoRR (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. ICASSP (2020)
Gustavo Silva, Jorge Quesada, Paul Rodríguez
Hyper-Parameter Selection on Convolutional Dictionary Learning Through Local ℓ0, ∞ Norm. EUSIPCO (2019)
Gustavo Silva, Rui Monteiro, André Ferreira, Pedro Carvalho, Luís Corte-Real
Face Detection in Thermal Images with YOLOv3. ISVC (2) (2019)
Gustavo Silva, Paul Rodríguez
for small/medium values of k. EUSIPCO (2019)
Gustavo Silva, Paul Rodríguez
Generalized Combinatorial Approach Using Single Filter Basis for Convolutional Sparse Modeling. CAMSAP (2019)
Gustavo Silva, Paul Rodríguez
Efficient Convolutional Dictionary Learning Using Partial Update Fast Iterative Shrinkage-Thresholding Algorithm. ICASSP (2018)
Gustavo Silva, Paul Rodríguez
Efficient Algorithm for Convolutional Dictionary Learning via Accelerated Proximal Gradient Consensus. ICIP (2018)
Gustavo Silva, Jorge Quesada, Paul Rodríguez
Efficient separable filter estimation using Rank-1 Convolutional Dictionary Learning. MLSP (2018)
Gustavo Silva, Wylliams Santos, Maria Lencastre
Priorização de Requisitos em Startups no Armazém da Criatividade (Porto Digital): Resultados Preliminares. WER (2018)
Gustavo Silva, Leonel Morgado, Armando Cruz
Impact of Non-verbal Communication on Collaboration in 3D Virtual Worlds: Case Study Research in Learning of Aircraft Maintenance Practices. iLRN (2017)
Gustavo Silva, Jorge Quesada, Paul Rodríguez, Brendt Wohlberg
Fast convolutional sparse coding with separable filters. ICASSP (2017)
Gabriel Navarro, Isabel Caballero, Gustavo Silva, Pedro-Cecilio Parra, Águeda Vázquez, Rui Caldeira
Evaluation of forest fire on Madeira Island using Sentinel-2A MSI imagery. Int. J. Appl. Earth Obs. Geoinformation 58 (2017)
Gustavo Silva, Paul Rodríguez
Jitter invariant incremental principal component pursuit for video background modeling on the TK1. ACSSC (2015)