CASIA OpenIR

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Improving Multi-Task GNNs for Molecular Property Prediction via Missing Label Imputation 期刊论文
Machine Intelligence Research, 2023, 页码: 1-31
作者:  Fenyu Hu;  Dingshuo Chen;  Qiang Liu;  Shu Wu
Adobe PDF(5659Kb)  |  收藏  |  浏览/下载:14/4  |  提交时间:2024/06/21
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;  Zhuofeng Li;  Lei Wei;  Xuegong Zhang
Adobe PDF(7595Kb)  |  收藏  |  浏览/下载:33/7  |  提交时间:2024/04/23
Machine learning, lung cancer, radiomics, medical image, clinical application  
ECG Biometrics via Enhanced Correlation and Semantic-rich Embedding 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 697-706
作者:  Kui-Kui Wang;  Gong-Ping Yang;  Lu Yang;  Yu-Wen Huang;  Yi-Long Yin
Adobe PDF(1151Kb)  |  收藏  |  浏览/下载:39/14  |  提交时间:2024/04/23
Biometrics, matrix factorization, electrocardiogram (ECG), semantic information, enhanced correlation  
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, 卷号: 20, 期号: 4, 页码: 583-594
作者:  Xinyao Xu;  De Xu;  Fangbo Qin
Adobe PDF(1348Kb)  |  收藏  |  浏览/下载:47/20  |  提交时间:2024/04/23
Data augmentation, feature clustering, class-rebalance strategy, few-shot learning, fault diagnosis  
Region-adaptive Concept Aggregation for Few-shot Visual Recognition 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 554-568
作者:  Mengya Han;  Yibing Zhan;  Baosheng Yu;  Yong Luo;  Han Hu;  Bo Du;  Yonggang Wen;  Dacheng Tao
Adobe PDF(4324Kb)  |  收藏  |  浏览/下载:40/14  |  提交时间:2024/04/23
Few-shot learning, metric-based meta learning, concept learning, region-adaptive, concept-aggregation  
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 483-513
作者:  Wei-Chien Wang;  Euijoon Ahn;  Dagan Feng;  Jinman Kim
Adobe PDF(2691Kb)  |  收藏  |  浏览/下载:43/13  |  提交时间:2024/04/23
Self-supervised learning (SSL), contrastive learning, deep learning, medical image analysis, computer vision  
Large-scale Multi-modal Pre-trained Models: A Comprehensive Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 447-482
作者:  Xiao Wang;  Guangyao Chen;  Guangwu Qian;  Pengcheng Gao;  Xiao-Yong Wei;  Yaowei Wang;  Yonghong Tian;  Wen Gao
Adobe PDF(3540Kb)  |  收藏  |  浏览/下载:40/7  |  提交时间:2024/04/23
Multi-modal (MM), pre-trained model (PTM), information fusion, representation learning, deep learning  
DynamicRetriever: A Pre-trained Model-based IR System Without an Explicit Index 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 276-288
作者:  Yu-Jia Zhou;  Jing Yao;  Zhi-Cheng Dou;  Ledell Wu;  Ji-Rong Wen
Adobe PDF(2790Kb)  |  收藏  |  浏览/下载:29/10  |  提交时间:2024/04/23
Information retrieval (IR)  document retrieval  model-based IR  pre-trained language model  differentiable search index  
Pre-training in Medical Data: A Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 147-149
作者:  Yixuan Qiu;  Feng Lin;  Weitong Chen;  Miao Xu
Adobe PDF(2262Kb)  |  收藏  |  浏览/下载:34/9  |  提交时间:2024/04/23
Medical data  pre-training  transfer learning  self-supervised learning  medical image data  electrocardiograms (ECG) data  
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;  Dong-Dong Cheng;  De-You Xia;  Hai-Huan Jiang
Adobe PDF(2487Kb)  |  收藏  |  浏览/下载:33/9  |  提交时间:2024/04/23
Swarm intelligence  single-population  multi-population  human-machine hybrid  multi-granularity