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基于剪枝堆栈泛化的离线数据驱动进化优化 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 6, 页码: 1306-1325
Authors:  梁正平;  黄锡均;  李燊钿;  王喜瑜;  朱泽轩
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堆栈泛化  代理模型  离线数据驱动优化  进化计算  
基于形态的具身智能研究:历史回顾与前沿进展 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 6, 页码: 1131-1154
Authors:  刘华平;  郭迪;  孙富春;  张新钰
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具身智能  形态智能  形态计算  形态控制  形态-控制协同优化  
基于种群个体数自适应的多尺度量子谐振子优化算法 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 7, 页码: 1587-1600
Authors:  焦育威;  王鹏
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优化算法  量子隧道效应  动态种群  多种群  蒙特卡洛  
自适应变化响应的动态多目标进化算法 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 8, 页码: 1688-1706
Authors:  梁正平;  李辉才;  王志强;  胡凯峰;  朱泽轩
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动态多目标优化  进化算法  自适应变化响应  预测  存档  
Deep Industrial Image Anomaly Detection: A Survey 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 104-135
Authors:  Jiaqi Liu;  Guoyang Xie;  Jinbao Wang;  Shangnian Li;  Chengjie Wang;  Feng Zheng;  Yaochu Jin
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Image anomaly detection, defect detection, industrial manufacturing, deep learning, computer vision  
Effective Model Compression via Stage-wise Pruning 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 937-951
Authors:  Ming-Yang Zhang;  Xin-Yi Yu;  Lin-Lin Ou
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Automated machine learning (AutoML), channel pruning, model compression, distillation, convolutional neural networks (CNN)  
Deep Learning-based Moving Object Segmentation: Recent Progress and Research Prospects 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 3, 页码: 335-369
Authors:  Rui Jiang;  Ruixiang Zhu;  Hu Su;  Yinlin Li;  Yuan Xie;  Wei Zou
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Moving object segmentation (MOS), change detection, background subtraction, deep learning (DL), video understanding  
Efficient Visual Recognition: A Survey on Recent Advances and Brain-inspired Methodologies 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 366-411
Authors:  Yang Wu;  Ding-Heng Wang;  Xiao-Tong Lu;  Fan Yang;  Man Yao;  Wei-Sheng Dong;  Jian-Bo Shi;  Guo-Qi Li
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Visual recognition  deep neural networks (DNNS)  brain-inspired methodologies  network compression  dynamic inference  survey  
Evolutionary Computation for Expensive Optimization: A Survey 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 3-23
Authors:  Jian-Yu Li;  Zhi-Hui Zhan;  Jun Zhang
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Expensive optimization problem  evolutionary computation  evolutionary algorithm  swarm intelligence  particle swarm optimization  differential evolution  
面向复杂物流配送场景的车辆路径规划多任务辅助进化算法 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 3, 页码: 544-559
Authors:  李坚强;  蔡俊创;  孙涛;  朱庆灵;  林秋镇
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车辆路径规划问题  时间窗约束  同时取送货  进化算法  迁移优化