Neuroevolution in Deep Neural Networks: Current Trends and Future Challenges

9 June 2020

Papers citing "Neuroevolution in Deep Neural Networks: Current Trends and Future Challenges"

19 / 19 papers shown

Title
Advancing CMA-ES with Learning-Based Cooperative Coevolution for Scalable Optimization Hongshu Guo Wenjie Qiu Zeyuan Ma Xuzhi Zhang Jun Zhang Jiawei Liu 49 1 0 24 Apr 2025
Evolving Form and Function: Dual-Objective Optimization in Neural Symbolic Regression Networks Amanda Bertschinger James P. Bagrow Joshua Bongard 90 1 0 24 Feb 2025
Genetic AI: Evolutionary Games for ab initio dynamic Multi-Objective Optimization Philipp Wissgott 40 0 0 31 Jan 2025
NeuroLGP-SM: Scalable Surrogate-Assisted Neuroevolution for Deep Neural Networks Fergal Stapleton Edgar Galván López 48 2 0 12 Apr 2024
AD-NEV: A Scalable Multi-level Neuroevolution Framework for Multivariate Anomaly Detection Marcin Pietroñ Dominik Zurek Kamil Faber Roberto Corizzo 30 3 0 25 May 2023
Neural Architecture Search Using Genetic Algorithm for Facial Expression Recognition Shu-Jin Deng Yizhou Sun E. Galván 28 8 0 12 Apr 2023
Neuroevolutionary algorithms driven by neuron coverage metrics for semi-supervised classification Roberto Santana Ivan Hidalgo-Cenalmor Unai Garciarena A. Mendiburu Jose A. Lozano 27 2 0 05 Mar 2023
Towards Understanding the Effects of Evolving the MCTS UCT Selection Policy Fred Valdez Ameneyro E. López 18 2 0 07 Feb 2023
Surrogate-assisted Multi-objective Neural Architecture Search for Real-time Semantic Segmentation Zhichao Lu Ran Cheng Shihua Huang Haotong Zhang Changxiao Qiu Fan Yang SSeg 22 22 0 14 Aug 2022
FEATHERS: Federated Architecture and Hyperparameter Search Jonas Seng P. Prasad Martin Mundt Devendra Singh Dhami Kristian Kersting FedML 52 3 0 24 Jun 2022
Evolving Neural Networks with Optimal Balance between Information Flow and Connections Cost A. Khalili A. Bouchachia 14 0 0 12 Feb 2022
On the Evolution of the MCTS Upper Confidence Bounds for Trees by Means of Evolutionary Algorithms in the Game of Carcassonne E. López G. Simpson 24 6 0 17 Dec 2021
Consistent Relative Confidence and Label-Free Model Selection for Convolutional Neural Networks B. Liu OOD 21 3 0 26 Aug 2021
InfoNEAT: Information Theory-based NeuroEvolution of Augmenting Topologies for Side-channel Analysis R. Acharya F. Ganji Domenic Forte AAML 38 24 0 30 Apr 2021
Neuroevolution in Deep Learning: The Role of Neutrality E. López 16 4 0 16 Feb 2021
Playing Carcassonne with Monte Carlo Tree Search Fred Valdez Ameneyro E. López Ángel Fernando Kuri Morales 22 4 0 27 Sep 2020
Semantic-based Distance Approaches in Multi-objective Genetic Programming E. López Fergal Stapleton 13 10 0 25 Sep 2020
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 271 5,327 0 05 Nov 2016
Convolution by Evolution: Differentiable Pattern Producing Networks Chrisantha Fernando Dylan Banarse Malcolm Reynolds F. Besse David Pfau Max Jaderberg Marc Lanctot Daan Wierstra 191 102 0 08 Jun 2016