47 citations · 148 across the 20 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
cs.CV2020★ 4 cited
Auto-Classifier: A Robust Defect Detector Based on an AutoML Head
Vasco Lopes, Luís A. Alexandre
The dominant approach for surface defect detection is the use of hand-crafted feature-based methods. However, this falls short when conditions vary that affect extracted images. So…
cs.LG2020★ 2 cited
HMCNAS: Neural Architecture Search using Hidden Markov Chains and Bayesian Optimization
Vasco Lopes, Luís A. Alexandre
Neural Architecture Search has achieved state-of-the-art performance in a variety of tasks, out-performing human-designed networks. However, many assumptions, that require human de…
cs.NE2020★ 1 cited
A Hybrid Method for Training Convolutional Neural Networks
Vasco Lopes, Paulo Fazendeiro
Artificial Intelligence algorithms have been steadily increasing in popularity and usage. Deep Learning, allows neural networks to be trained using huge datasets and also removes t…