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| Autonomy Evaluation of Unmanned Systems Based on Task Models 期刊论文 Machine Intelligence Research, 2024, 页码: 1-16 作者: Yi Zou; Zehao Ni; Xun Lei; Chi Zhang Adobe PDF(1801Kb)  |  收藏  |  浏览/下载:17/5  |  提交时间:2024/06/27 |
| 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:35/7  |  提交时间:2024/04/23 Machine learning, lung cancer, radiomics, medical image, clinical application |
| A Study of Using Synthetic Data for Effective Association Knowledge Learning 期刊论文 Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 194-206 作者: Yuchi Liu; Zhongdao Wang; Xiangxin Zhou; Liang Zheng Adobe PDF(2006Kb)  |  收藏  |  浏览/下载:43/16  |  提交时间:2024/04/23 Multi-object tracking (MOT) data association synthetic data motion simulation association knowledge learning |
| Deep Gradient Learning for Efficient Camouflaged Object Detection 期刊论文 Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 92-108 作者: Ge-Peng Ji; Deng-Ping Fan; Yu-Cheng Chou; Dengxin Dai; Alexander Liniger; Luc Van Gool Adobe PDF(5723Kb)  |  收藏  |  浏览/下载:49/14  |  提交时间:2024/04/23 Camouflaged object detection (COD) object gradient soft grouping efficient model image segmentation |
| Neural Decoding of Visual Information Across Different Neural Recording Modalities and Approaches 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 350-365 作者: Yi-Jun Zhang; Zhao-Fei Yu; Jian. K. Liu; Tie-Jun Huang Adobe PDF(1723Kb)  |  收藏  |  浏览/下载:51/18  |  提交时间:2024/04/23 Neural decoding machine learning deep learning visual decoding brain-inspired vision |
| Towards Interpretable Defense Against Adversarial Attacks via Causal Inference 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 3, 页码: 209-226 作者: Min Ren; Yun-Long Wang; Zhao-Feng He Adobe PDF(5143Kb)  |  收藏  |  浏览/下载:27/8  |  提交时间:2024/04/23 Adversarial sample adversarial defense causal inference interpretable machine learning transformers |
| Sharing Weights in Shallow Layers via Rotation Group Equivariant Convolutions 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 115-126 作者: Zhiqiang Chen; Ting-Bing Xu; Jinpeng Li; Huiguang He Adobe PDF(1272Kb)  |  收藏  |  浏览/下载:54/20  |  提交时间:2024/04/23 Convolutional neural networks (CNNs) group equivariance higher-degree weight sharing parameter efficiency |
| TENET: Beyond Pseudo-Labeling for Semi-supervised Few-shot Learning 期刊论文 Machine Intelligence Research, 2023, 页码: 0 作者: Ma CC(马成丞); Dong WM(董未名); Xu CS(徐常胜) Adobe PDF(741Kb)  |  收藏  |  浏览/下载:133/29  |  提交时间:2024/01/29 Semi-supervised few-shot learning few-shot learning pseudo-labeling linear regression low-rank reconstruction |
| 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:198/68  |  提交时间:2023/06/21 data augmentation feature clustering class-rebalance strategy few-shot learning fault diagnosis |