Jitter invariant incremental principal component pursuit for video background modeling on the TK1. - Gustavo Silva; Paul Rodríguez 001 (ACSSC, 2015)

Fast convolutional sparse coding with separable filters. - Gustavo Silva; Jorge Quesada; Paul Rodríguez 001; Brendt Wohlberg (ICASSP, 2017)

Impact of Non-verbal Communication on Collaboration in 3D Virtual Worlds: Case Study Research in Learning of Aircraft Maintenance Practices. - Gustavo Silva; Leonel Morgado; Armando Cruz (iLRN, 2017)

Evaluation of forest fire on Madeira Island using Sentinel-2A MSI imagery. - Gabriel Navarro 002; Isabel Caballero; Gustavo Silva; Pedro-Cecilio Parra; Águeda Vázquez; Rui Caldeira (Int. J. Appl. Earth Obs. Geoinformation, 2017)

Efficient Convolutional Dictionary Learning Using Partial Update Fast Iterative Shrinkage-Thresholding Algorithm. - Gustavo Silva; Paul Rodríguez 001 (ICASSP, 2018)

Efficient Algorithm for Convolutional Dictionary Learning via Accelerated Proximal Gradient Consensus. - Gustavo Silva; Paul Rodríguez 001 (ICIP, 2018)

Efficient separable filter estimation using Rank-1 Convolutional Dictionary Learning. - Gustavo Silva; Jorge Quesada; Paul Rodríguez 001 (MLSP, 2018)

Priorização de Requisitos em Startups no Armazém da Criatividade (Porto Digital): Resultados Preliminares. - Gustavo Silva; Wylliams Santos; Maria Lencastre 001 (WER, 2018)

Generalized Combinatorial Approach Using Single Filter Basis for Convolutional Sparse Modeling. - Gustavo Silva; Paul Rodríguez 001 (CAMSAP, 2019)

FISTA: achieving a rate of convergence proportional to k-3 for small/medium values of k. - Gustavo Silva; Paul Rodríguez 001 (EUSIPCO, 2019)

Hyper-Parameter Selection on Convolutional Dictionary Learning Through Local ℓ0, ∞ Norm. - Gustavo Silva; Jorge Quesada; Paul Rodríguez 001 (EUSIPCO, 2019)

Face Detection in Thermal Images with YOLOv3. - Gustavo Silva; Rui Monteiro; André Ferreira; Pedro Carvalho; Luís Corte-Real (ISVC (2), 2019)

Anomaly Detection in Mixed Time-Series Using A Convolutional Sparse Representation With Application To Spacecraft Health Monitoring. - Barbara Pilastre; Gustavo Silva; Loïc Boussouf; Stéphane D'Escrivan; Paul Rodríguez 001; Jean-Yves Tourneret (ICASSP, 2020)

Efficient Consensus Model based on Proximal Gradient Method applied to Convolutional Sparse Problems. - Gustavo Silva; Paul Rodríguez 001 (CoRR, 2020)

Robustifying stability of the Fast iterative shrinkage thresholding algorithm for $ ell_{1}$ regularized problems. - Gustavo Silva; Paul Rodríguez 001 (EUSIPCO, 2021)

"How Was the Match?": Semantic Similarity between Electronic Media Commentary and Work Domain Analysis Key Phrases. - Gustavo Silva; Ricardo Ribeiro 001; Rui J. Lopes (icSPORTS, 2021)

Rot corn grains. - Gustavo Silva; Franklin Flores (IEEE DataPort, 2022)

What Factors Affect the Build Failures Correction Time? A Multi-Project Study. - Gustavo Silva; Carla I. M. Bezerra; Anderson G. Uchôa; Ivan Machado 001 (SBCARS, 2023)

Optimal Hyperparameter ε for Adaptive Stochastic Optimizers through Gradient Histograms. - Gustavo Silva; Paul Rodríguez (CoRR, 2023)

Fine-tuning adaptive stochastic optimizers: determining the optimal hyperparameter ε via gradient magnitude histogram analysis. - Gustavo Silva; Paul Rodríguez 001 (Neural Comput. Appl., 2024)