79 citations · 603 across the 47 of their papers we have counts for
3 papers · 1 filter
Evolutionary Augmentation Policy Optimization for Self-supervised Learning
Noah Barrett, Zahra Sadeghi, Stan Matwin
Self-supervised Learning (SSL) is a machine learning algorithm for pretraining Deep Neural Networks (DNNs) without requiring manually labeled data. The central idea of this learnin…
Black Box Explanation by Learning Image Exemplars in the Latent Feature Space
Riccardo Guidotti, Anna Monreale, Stan Matwin +1
We present an approach to explain the decisions of black box models for image classification. While using the black box to label images, our explanation method exploits the latent…
TrajectoryNet: An Embedded GPS Trajectory Representation for Point-based Classification Using Recurrent Neural Networks
Xiang Jiang, Erico N de Souza, Ahmad Pesaranghader +3
Understanding and discovering knowledge from GPS (Global Positioning System) traces of human activities is an essential topic in mobility-based urban computing. We propose Trajecto…