4.7 Article

Efficient Evolutionary Search of Attention Convolutional Networks via Sampled Training and Node Inheritance

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Computer Science, Artificial Intelligence

BlockQNN: Efficient Block-Wise Neural Network Architecture Generation

Zhao Zhong et al.

Summary: In this paper, the authors propose BlockQNN, a block-wise network generation pipeline that automatically builds high-performance networks using the Q-Learning paradigm with epsilon-greedy exploration strategy. The approach outperformed hand-crafted networks on image classification tasks and showed strong generalizability across datasets.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2021)

Article Computer Science, Artificial Intelligence

Surrogate-Assisted Evolutionary Deep Learning Using an End-to-End Random Forest-Based Performance Predictor

Yanan Sun et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2020)

Article Computer Science, Artificial Intelligence

Evolving Deep Convolutional Neural Networks for Image Classification

Yanan Sun et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2020)

Article Computer Science, Artificial Intelligence

Evolving Local Plasticity Rules for Synergistic Learning in Echo State Networks

Xinjie Wang et al.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2020)

Article Computer Science, Artificial Intelligence

Completely Automated CNN Architecture Design Based on Blocks

Yanan Sun et al.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2020)

Article Computer Science, Artificial Intelligence

Multi-Objective Evolutionary Federated Learning

Hangyu Zhu et al.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2020)

Article Automation & Control Systems

Automatically Designing CNN Architectures Using the Genetic Algorithm for Image Classification

Yanan Sun et al.

IEEE TRANSACTIONS ON CYBERNETICS (2020)

Article Computer Science, Artificial Intelligence

Offline Data-Driven Evolutionary Optimization Using Selective Surrogate Ensembles

Handing Wang et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2019)

Article Computer Science, Artificial Intelligence

IGD Indicator-Based Evolutionary Algorithm for Many-Objective Optimization Problems

Yanan Sun et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2019)

Article Computer Science, Artificial Intelligence

Data-Driven Evolutionary Optimization: An Overview and Case Studies

Yaochu Jin et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2019)

Article Computer Science, Artificial Intelligence

Evolutionary Generative Adversarial Networks

Chaoyue Wang et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2019)

Proceedings Paper Computer Science, Artificial Intelligence

NSGA-Net: Neural Architecture Search using Multi-Objective Genetic Algorithm

Zhichao Lu et al.

PROCEEDINGS OF THE 2019 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE (GECCO'19) (2019)

Proceedings Paper Engineering, Electrical & Electronic

A Graph-Based Encoding for Evolutionary Convolutional Neural Network Architecture Design

William Irwin-Harris et al.

2019 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC) (2019)

Article Computer Science, Artificial Intelligence

Improved Regularity Model-Based EDA for Many-Objective Optimization

Yanan Sun et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2018)

Article Computer Science, Information Systems

Diversified Visual Attention Networks for Fine-Grained Object Classification

Bo Zhao et al.

IEEE TRANSACTIONS ON MULTIMEDIA (2017)

Proceedings Paper Computer Science, Artificial Intelligence

Densely Connected Convolutional Networks

Gao Huang et al.

30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017) (2017)

Proceedings Paper Computer Science, Artificial Intelligence

Look Closer to See Better: Recurrent Attention Convolutional Neural Network for Fine-grained Image Recognition

Jianlong Fu et al.

30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017) (2017)

Review Engineering, Electrical & Electronic

Taking the Human Out of the Loop: A Review of Bayesian Optimization

Bobak Shahriari et al.

PROCEEDINGS OF THE IEEE (2016)

Article Computer Science, Artificial Intelligence

Two_Arch2: An Improved Two-Archive Algorithm for Many-Objective Optimization

Handing Wang et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2015)

Article Acoustics

Convolutional Neural Networks for Speech Recognition

Ossama Abdel-Hamid et al.

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING (2014)

Article Computer Science, Artificial Intelligence

Surrogate-assisted evolutionary computation: Recent advances and future challenges

Yaochu Jin

SWARM AND EVOLUTIONARY COMPUTATION (2011)

Review Computer Science, Artificial Intelligence

Pareto-based multiobjective machine learning: An overview and case studies

Yaochu Jin et al.

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS (2008)

Article Computer Science, Artificial Intelligence

Evolving neural networks through augmenting topologies

KO Stanley et al.

EVOLUTIONARY COMPUTATION (2002)

Article Computer Science, Artificial Intelligence

A fast and elitist multiobjective genetic algorithm: NSGA-II

K Deb et al.

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (2002)

Article Psychology, Experimental

The dynamic representation of scenes

RA Rensink

VISUAL COGNITION (2000)