26 citations · 28 across the 6 of their papers we have counts for
4 papers · 1 filter
Guided Evolution for Neural Architecture Search
Vasco Lopes, Miguel Santos, Bruno Degardin +1
Neural Architecture Search (NAS) methods have been successfully applied to image tasks with excellent results. However, NAS methods are often complex and tend to converge to local…
An AutoML-based Approach to Multimodal Image Sentiment Analysis
Vasco Lopes, António Gaspar, Luís A. Alexandre +1
Sentiment analysis is a research topic focused on analysing data to extract information related to the sentiment that it causes. Applications of sentiment analysis are wide, rangin…
SeNA-CNN: Overcoming Catastrophic Forgetting in Convolutional Neural Networks by Selective Network Augmentation
Abel S. Zacarias, Luís A. Alexandre
Lifelong learning aims to develop machine learning systems that can learn new tasks while preserving the performance on previous learned tasks. In this paper we present a method to…
Distribution-Based Categorization of Classifier Transfer Learning
Ricardo Gamelas Sousa, Luís A. Alexandre, Jorge M. Santos +2
Transfer Learning (TL) aims to transfer knowledge acquired in one problem, the source problem, onto another problem, the target problem, dispensing with the bottom-up construction…