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Publication search results
found 751 matches
- 2024
- Jian Xu, Jinghui He, Bo Liu, Fan Cao, Yanshan Xiao:
A two-generation based method for few-shot learning with few-shot instance-level privileged information. Appl. Intell. 54(5): 4077-4094 (2024) - Chengyang Gao, Qiule Sun, Wen Zhu, Lizhi Zhang, Jianxin Zhang, Bin Liu, Junxing Zhang:
Transformer based multiple instance learning for WSI breast cancer classification. Biomed. Signal Process. Control. 89: 105755 (2024) - Haoyuan Gao, Chao Zhang, Shengbing Pei, Xiaopei Wu:
IDTL-rPPG: Remote heart rate estimation using instance-based deep transfer learning. Biomed. Signal Process. Control. 95: 106416 (2024) - Lukasz Struski, Szymon Janusz, Jacek Tabor, Michal Markiewicz, Arkadiusz Lewicki:
Multiple instance learning for medical image classification based on instance importance. Biomed. Signal Process. Control. 91: 105874 (2024) - Xiaoguang Li, Wanting Ji, Jidong Huang:
Local instance-based transfer learning for reinforcement learning. Eng. Appl. Artif. Intell. 133: 108488 (2024) - Jingwei Guo, Wei Wang, Jiayi Guo, Andrea D'Ariano, Tommaso Bosi, Yongxiang Zhang:
An instance-based transfer learning model with attention mechanism for freight train travel time prediction in the China-Europe railway express. Expert Syst. Appl. 251: 123989 (2024) - Yexin Lai, Xueyu Liu, Linning E, Yujing Cheng, Shuyan Liu, Yongfei Wu, Wen Zheng:
Transformer based multiple superpixel-instance learning for weakly supervised segmenting lesions of interstitial lung disease. Expert Syst. Appl. 253: 124270 (2024) - Xiaoyu Li, Bei Yang, Tiandong Chen, Zheng Gao, Mengjie Huang:
ProMIL: A weakly supervised multiple instance learning for whole slide image classification based on class proxy. Expert Syst. Appl. 238(Part B): 121800 (2024) - Ying Lv, Bofeng Zhang, Xiaodong Yue, Thierry Denoeux, Shan Yue:
Selecting reliable instances based on evidence theory for transfer learning. Expert Syst. Appl. 250: 123739 (2024) - Che Xu, Shuwen Zhang:
A Genetic Algorithm-based sequential instance selection framework for ensemble learning. Expert Syst. Appl. 236: 121269 (2024) - H. Ambre Ayats, Peggy Cellier, Sébastien Ferré:
Concepts of neighbors and their application to instance-based learning on relational data. Int. J. Approx. Reason. 164: 109059 (2024) - Kürsat Mustafa Karaoglan:
Novel approaches for fake news detection based on attention-based deep multiple-instance learning using contextualized neural language models. Neurocomputing 602: 128263 (2024) - Fan Cao, Bo Liu, Kai Wang, Yanshan Xiao, Jinghui He, Jian Xu:
Dictionary-based multi-instance learning method with universum information. Inf. Sci. 682: 121264 (2024) - Jingjing Tang, Yan Li, Zhaojie Hou, Saiji Fu, Yingjie Tian:
Robust two-stage instance-level cost-sensitive learning method for class imbalance problem. Knowl. Based Syst. 300: 112143 (2024) - Qing Tian, Wangyuchen Wu:
Confidence-diffusion instance contrastive learning for unsupervised domain adaptation. Knowl. Based Syst. 293: 111717 (2024) - Tim Sziburis, Markus Nowak, Davide Brunelli:
Instance-based learning with prototype reduction for real-time proportional myocontrol: a randomized user study demonstrating accuracy-preserving data reduction for prosthetic embedded systems. Medical Biol. Eng. Comput. 62(1): 275-305 (2024) - Matteo Avolio, Antonio Fuduli:
The semiproximal SVM approach for multiple instance learning: a kernel-based computational study. Optim. Lett. 18(2): 635-649 (2024) - Shiluo Huang, Zheng Liu, Wei Jin, Ying Mu:
Superpixel-based multi-scale multi-instance learning for hyperspectral image classification. Pattern Recognit. 149: 110257 (2024) - Tianxiang Wang, Qun Dai:
A patch distribution-based active learning method for multiple instance Alzheimer's disease diagnosis. Pattern Recognit. 150: 110341 (2024) - Chen Yang, Nan Zhang, Renchu Guan, Haishi Zhao:
Mapping Cones on Mars in High-Resolution Planetary Images with Deep Learning-Based Instance Segmentation. Remote. Sens. 16(2): 227 (2024) - Yangling Ma, Yixin Luo, Zhouwang Yang:
GCN-based MIL: multi-instance learning utilizing structural relationships among instances. Signal Image Video Process. 18(6-7): 5549-5561 (2024) - Keyan Chen, Chenyang Liu, Hao Chen, Haotian Zhang, Wenyuan Li, Zhengxia Zou, Zhenwei Shi:
RSPrompter: Learning to Prompt for Remote Sensing Instance Segmentation Based on Visual Foundation Model. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - Yi Zuo, Lingling Li, Xu Liu, Zihan Gao, Licheng Jiao, Fang Liu, Shuyuan Yang:
Robust Instance-Based Semi-Supervised Learning Change Detection for Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - Pei Liu, Luping Ji, Xinyu Zhang, Feng Ye:
Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification. IEEE Trans. Medical Imaging 43(5): 1841-1852 (2024) - Arne Schmidt, Pablo Morales-Álvarez, Rafael Molina:
Probabilistic Attention Based on Gaussian Processes for Deep Multiple Instance Learning. IEEE Trans. Neural Networks Learn. Syst. 35(8): 10909-10922 (2024) - Xin Jiang, Heng-Ru Zhang, Yao Zhou:
Multi-Granularity Abnormal Traffic Detection Based on Multi-Instance Learning. IEEE Trans. Netw. Serv. Manag. 21(2): 1467-1477 (2024) - Zhenbo Xu, Hai-Miao Hu, Liu Liu, Dongping Zhang, Shifeng Zhang, Wenming Tan:
Instance-Based Continual Learning: A Real-World Dataset and Baseline for Fresh Recognition. ACM Trans. Multim. Comput. Commun. Appl. 20(1): 1:1-1:23 (2024) - Jie Yang, Diyin Tang, Jinsong Yu, Jian Zhang, Haigang Liu:
Explaining Anomalous Events in Flight Data of UAV With Deep Attention-Based Multi-Instance Learning. IEEE Trans. Veh. Technol. 73(1): 107-119 (2024) - Xiaoyu Li, Bei Yang, Tiandong Chen, Zheng Gao, Huijie Li:
Multiple instance learning-based two-stage metric learning network for whole slide image classification. Vis. Comput. 40(8): 5717-5732 (2024) - Weiping Lin, Zhenfeng Zhuang, Lequan Yu, Liansheng Wang:
Boosting Multiple Instance Learning Models for Whole Slide Image Classification: A Model-Agnostic Framework Based on Counterfactual Inference. AAAI 2024: 3477-3485
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