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Cogeneration of Innovative Audio-visual Content: A New Challenge for Computing Art 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 4-28
作者:  Mengting Liu
Adobe PDF(14438Kb)  |  收藏  |  浏览/下载：49/3  |  提交时间：2024/01/25
Artificial intelligence (AI) art, audio-visual, artificial intelligence generated content (AIGC), multimodal, artistic evaluation  
Multimodal Fusion of Brain Imaging Data: Methods and Applications 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 136-152
作者:  Na Luo
Adobe PDF(1726Kb)  |  收藏  |  浏览/下载：63/14  |  提交时间：2024/01/25
Multimodal fusion, supervised learning, unsupervised learning, brain atlas, cognition, brain disorders  
Boosting Multi-modal Ocular Recognition via Spatial Feature Reconstruction and Unsupervised Image Quality Estimation 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 197-214
作者:  Zihui Yan
Adobe PDF(3457Kb)  |  收藏  |  浏览/下载：82/27  |  提交时间：2024/01/25
Iris recognition, periocular recognition, spatial feature reconstruction, fully convolutional network, flexible matching, unsupervised iris quality assessment, adaptive weight fusion  
A New Diagnosis Method with Few-shot Learning Based on a Class-rebalance Strategy for Scarce Faults in Industrial Processes 期刊论文
Machine Intelligence Research, 2023, 页码: 1-12
作者:  Xu, Xinyao;  Xu, De;  Qin, Fangbo
Adobe PDF(1677Kb)  |  收藏  |  浏览/下载：145/56  |  提交时间：2023/06/21
data augmentation  feature clustering  class-rebalance strategy  few-shot learning  fault diagnosis  
Boosting multi-modal ocular recognition via spatial feature reconstruction and unsupervised image quality estimation 期刊论文
Machine Intelligence Research, 2023, 页码: 已接收
作者:  Yan ZH(闫紫徽);  He LX(何凌霄);  Wang YL(王云龙);  Zhang KB(张堃博);  Sun ZN(孙哲南)
Adobe PDF(13329Kb)  |  收藏  |  浏览/下载：152/27  |  提交时间：2023/06/02
Machine Learning Methods in Solving the Boolean Satisfiability Problem 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 640-655
作者:  Wenxuan Guo
Adobe PDF(1518Kb)  |  收藏  |  浏览/下载：73/34  |  提交时间：2023/09/25
Machine learning (ML), Boolean satisfiability (SAT), deep learning, graph neural networks (GNNs), combinatorial optimization  
Machine Learning in Lung Cancer Radiomics 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 753-782
作者:  Jiaqi Li
Adobe PDF(7595Kb)  |  收藏  |  浏览/下载：65/39  |  提交时间：2023/11/23
Machine learning, lung cancer, radiomics, medical image, clinical application  
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：98/34  |  提交时间：2023/11/23
Automated machine learning (AutoML), channel pruning, model compression, distillation, convolutional neural networks (CNN)