no code implementations • 27 Sep 2022 • Ying Bi, Bing Xue, Mengjie Zhang
The new approach can automatically evolve variable-length models using many important operators from both image and classification domains.
no code implementations • 14 Sep 2022 • Ying Bi, Bing Xue, Pablo Mesejo, Stefano Cagnoni, Mengjie Zhang
This survey aims to provide a better understanding of evolutionary computer vision (ECV) by discussing the contributions of different approaches and exploring how and why EC is used for CV and image analysis.
no code implementations • 17 Dec 2020 • Ying Bi, Bing Xue, Mengjie Zhang
Therefore, this paper develops a multitask GP approach to image feature learning for classification with limited training data.
1 code implementation • GECCO '19: Proceedings of the Genetic and Evolutionary Computation Conference 2019 • Ying Bi, Bing Xue, Mengjie Zhang
An ensemble consists of multiple learners and can achieve a better generalisation performance than a single learner.