Evolving Deep Convolutional Neural Networks for Image Classification

30 October 2017

Bing Xue

Papers citing "Evolving Deep Convolutional Neural Networks for Image Classification"

30 / 30 papers shown

Title
A Neural Architecture Search Method using Auxiliary Evaluation Metric based on ResNet Architecture Shang Wang Huanrong Tang Jianquan Ouyang 41 0 0 02 May 2025
A Transformer-based Neural Architecture Search Method Shang Wang Huanrong Tang Jianquan Ouyang 22 0 0 02 May 2025
NeuroLGP-SM: Scalable Surrogate-Assisted Neuroevolution for Deep Neural Networks Fergal Stapleton Edgar Galván López 40 2 0 12 Apr 2024
Integrating Human Vision Perception in Vision Transformers for Classifying Waste Items Akshat Shrivastava Tapan K. Gandhi 21 1 0 19 Dec 2023
NAS-ASDet: An Adaptive Design Method for Surface Defect Detection Network using Neural Architecture Search Zhenrong Wang Bin Li Weifeng Li Shuanlong Niu Wang Miao Tongzhi Niu 31 8 0 18 Nov 2023
TS-ENAS:Two-Stage Evolution for Cell-based Network Architecture Search Juan Zou Shenghong Wu Yizhang Xia Weiwei Jiang Zeping Wu Jinhua Zheng 3DV 18 0 0 14 Oct 2023
Differentiable Genetic Programming for High-dimensional Symbolic Regression Peng Zeng Xiaotian Song Andrew Lensen Yuwei Ou Yanan Sun Mengjie Zhang Jiancheng Lv 24 2 0 18 Apr 2023
Neural Architecture Search Using Genetic Algorithm for Facial Expression Recognition Shu-Jin Deng Y. Sun E. Galván 21 8 0 12 Apr 2023
NASCTY: Neuroevolution to Attack Side-channel Leakages Yielding Convolutional Neural Networks Fiske Schijlen Lichao Wu L. Mariot AAML 16 3 0 25 Jan 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 17 22 0 14 Aug 2022
Partial Connection Based on Channel Attention for Differentiable Neural Architecture Search Yu Xue Jiafeng Qin 24 55 0 01 Aug 2022
Architecture Augmentation for Performance Predictor Based on Graph Isomorphism Xiangning Xie Yuqiao Liu Yanan Sun Mengjie Zhang Kay Chen Tan GNN AI4CE 17 2 0 03 Jul 2022
Evolution of Activation Functions for Deep Learning-Based Image Classification Raz Lapid Moshe Sipper 16 11 0 24 Jun 2022
A Survey on Computationally Efficient Neural Architecture Search Shiqing Liu Haoyu Zhang Yaochu Jin 30 41 0 03 Jun 2022
Automating Neural Architecture Design without Search Zixuan Liang Yanan Sun 3DV 18 0 0 21 Apr 2022
Evolving Deep Neural Networks for Collaborative Filtering Yuhan Fang Yuqiao Liu Yanan Sun 20 0 0 15 Nov 2021
TND-NAS: Towards Non-differentiable Objectives in Progressive Differentiable NAS Framework Bo Lyu S. Wen 15 2 0 06 Nov 2021
Knowledge Transfer based Evolutionary Deep Neural Network for Intelligent Fault Diagnosis Arun K. Sharma N. Verma 37 2 0 28 Sep 2021
Accelerating Evolutionary Neural Architecture Search via Multi-Fidelity Evaluation Shangshang Yang Ye Tian Xiaoshu Xiang Shichen Peng Xing-yi Zhang 23 20 0 10 Aug 2021
Homogeneous Architecture Augmentation for Neural Predictor Yuqiao Liu Yehui Tang Y. Sun 23 22 0 28 Jul 2021
Randomly Initialized Convolutional Neural Network for the Recognition of COVID-19 using X-ray Images Safa Ben Atitallah Maha Driss W. Boulila Henda Ben Ghézala 27 42 0 17 May 2021
Neuroevolution in Deep Learning: The Role of Neutrality E. López 16 4 0 16 Feb 2021
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 26 79 0 17 Sep 2020
Neuroevolution in Deep Neural Networks: Current Trends and Future Challenges E. Galván P. Mooney 19 129 0 09 Jun 2020
AutoML-Zero: Evolving Machine Learning Algorithms From Scratch Esteban Real Chen Liang David R. So Quoc V. Le 37 220 0 06 Mar 2020
Automatic Design of Artificial Neural Networks for Gamma-Ray Detection Filipe Assunção João Correia R. Conceição M. Pimenta B. Tomé Nuno Lourenço Penousal Machado 10 18 0 09 May 2019
A Hybrid GA-PSO Method for Evolving Architecture and Short Connections of Deep Convolutional Neural Networks Bin Wang Y. Sun Bing Xue Mengjie Zhang 14 30 0 10 Mar 2019
Automatically designing CNN architectures using genetic algorithm for image classification Y. Sun Bing Xue Mengjie Zhang Gary G. Yen 3DV 19 603 0 11 Aug 2018
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,326 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