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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
作者:  Jiaqi Liu
Adobe PDF(3376Kb)  |  收藏  |  浏览/下载：65/16  |  提交时间：2024/01/25
Image anomaly detection, defect detection, industrial manufacturing, deep learning, computer vision  
A Review and Outlook on Predictive Cruise Control of Vehicles and Typical Applications Under Cloud Control System 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 614-639
作者:  Bolin Gao
Adobe PDF(12630Kb)  |  收藏  |  浏览/下载：80/34  |  提交时间：2023/09/25
Predictive cruise control (PCC), cloud control system (CCS), cooperative control, efficient operation, intelligent connected vehicle  
Dynamic Movement Primitives Based Robot Skills Learning 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 3, 页码: 396-407
作者:  Ling-Huan Kong
Adobe PDF(3181Kb)  |  收藏  |  浏览/下载：66/25  |  提交时间：2023/05/29
Dynamic movement primitives (DMPs), trajectory tracking control, robot learning from demonstrations, neural networks (NNs), adaptive control  
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
作者:  Rui Jiang
Adobe PDF(9061Kb)  |  收藏  |  浏览/下载：76/25  |  提交时间：2023/05/29
Moving object segmentation (MOS), change detection, background subtraction, deep learning (DL), video understanding  
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
作者:  Ming-Yang Zhang, Xin-Yi Yu, Lin-Lin Ou
Adobe PDF(2394Kb)  |  收藏  |  浏览/下载：97/34  |  提交时间：2023/11/23
Automated machine learning (AutoML), channel pruning, model compression, distillation, convolutional neural networks (CNN)  
Swarm Intelligence Research: From Bio-inspired Single-population Swarm Intelligence to Humanmachine Hybrid Swarm Intelligence 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 121-144
作者:  Guo-Yin Wang
Adobe PDF(2487Kb)  |  收藏  |  浏览/下载：379/203  |  提交时间：2023/01/18
Swarm intelligence  single-population  multi-population  human-machine hybrid  multi-granularity  
AI in Human-computer Gaming: Techniques, Challenges and Opportunities 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 3, 页码: 299-317
作者:  Qi-Yue Yin
Adobe PDF(2608Kb)  |  收藏  |  浏览/下载：70/18  |  提交时间：2023/05/29
Human-computer gaming, AI, intelligent decision making, deep reinforcement learning, self-play  
Federated Learning on Multimodal Data: A Comprehensive Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 539-553
作者:  Yi-Ming Lin, Yuan Gao, Mao-Guo Gong, Si-Jia Zhang, Yuan-Qiao Zhang, Zhi-Yuan Li
Adobe PDF(1253Kb)  |  收藏  |  浏览/下载：83/28  |  提交时间：2023/08/02
Federated learning, multimodal learning, heterogeneous data, edge computing, collaborative learning  
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
作者:  Yang Wu
Adobe PDF(6780Kb)  |  收藏  |  浏览/下载：317/17  |  提交时间：2022/09/30
Visual recognition  deep neural networks (DNNS)  brain-inspired methodologies  network compression  dynamic inference  survey  
A Dynamic Resource Allocation Strategy with Reinforcement Learning for Multimodal Multi-objective Optimization 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 页码: 138-152
作者:  Qian-Long Dang, Wei Xu, Yang-Fei Yuan
Adobe PDF(2376Kb)  |  收藏  |  浏览/下载：166/29  |  提交时间：2022/03/29
Multimodal multi-objective optimization (MMO)  dynamic resource allocating strategy (DRAS)  reinforcement learning (RL)  decision space partition  zoning search