Genetic Algorithms for Evolving Deep Neural Networks

21 November 2017

Papers citing "Genetic Algorithms for Evolving Deep Neural Networks"

19 / 19 papers shown

Title
Evolutionary algorithms meet self-supervised learning: a comprehensive survey Adriano Vinhas João Correia Penousal Machado SSL SyDa 125 0 0 09 Apr 2025
Deep Learning Based Superconductivity: Prediction and Experimental Tests Daniel Kaplan Adam Zhang Joanna Blawat Rongying Jin R. J. Cava Viktor Oudovenko Gabriel Kotliar Anirvan M. Sengupta Weiwei Xie AI4CE 80 1 0 17 Dec 2024
Towards evolution of Deep Neural Networks through contrastive Self-Supervised learning Adriano Vinhas João Correia Penousal Machado SSL 81 1 0 20 Jun 2024
Category-wise Fine-Tuning: Resisting Incorrect Pseudo-Labels in Multi-Label Image Classification with Partial Labels Chak Fong Chong Xinyi Fang Jielong Guo Yapeng Wang Wei Ke C. Lam Sio-Kei Im 84 1 0 30 Jan 2024
A new Sparse Auto-encoder based Framework using Grey Wolf Optimizer for Data Classification Problem Ahmad Mozaffer Karim 18 2 0 29 Jan 2022
Adaptability of Improved NEAT in Variable Environments Crewe Bailey 14 0 0 22 Oct 2021
Neuroevolution in Deep Learning: The Role of Neutrality E. López 39 4 0 16 Feb 2021
Training Stacked Denoising Autoencoders for Representation Learning J. Liang Keith Kelly BDL 23 2 0 16 Feb 2021
Lights and Shadows in Evolutionary Deep Learning: Taxonomy, Critical Methodological Analysis, Cases of Study, Learned Lessons, Recommendations and Challenges Aritz D. Martinez Javier Del Ser Esther Villar-Rodriguez E. Osaba Javier Poyatos Siham Tabik Daniel Molina Francisco Herrera 134 28 0 09 Aug 2020
Neuroevolution in Deep Neural Networks: Current Trends and Future Challenges E. Galván P. Mooney 111 136 0 09 Jun 2020
GACNN: Training Deep Convolutional Neural Networks with Genetic Algorithm P. Esfahanian M. Akhavan 43 19 0 29 Sep 2019
Automatic Design of Artificial Neural Networks for Gamma-Ray Detection Filipe Assunção João Correia R. Conceição M. Pimenta B. Tomé Nuno Lourenço Penousal Machado 72 18 0 09 May 2019
Gradient Descent based Optimization Algorithms for Deep Learning Models Training Jiawei Zhang 27 54 0 11 Mar 2019
A Visual Quality Index for Fuzzy C-Means Aybüke Öztürk S. Lallich Jérôme Darmont 19 5 0 05 Jun 2018
GADAM: Genetic-Evolutionary ADAM for Deep Neural Network Optimization Jiawei Zhang Fisher B. Gouza ODL 44 23 0 19 May 2018
Texture Classification in Extreme Scale Variations using GANet Li Liu Jie Chen Guoying Zhao Paul Fieguth Xilin Chen M. Pietikäinen 29 22 0 13 Feb 2018
Towards co-evolution of fitness predictors and Deep Neural Networks W. Funika Paweł Koperek 21 1 0 30 Dec 2017
Towards the Evolution of Multi-Layered Neural Networks: A Dynamic Structured Grammatical Evolution Approach Filipe Assunção Nuno Lourenço Penousal Machado B. Ribeiro 41 20 0 26 Jun 2017
Negatively Correlated Search K. Tang Peng Yang Xin Yao 58 75 0 20 Apr 2015