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Adaptive Adversarial Logits Pairing 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2024, 卷号: 20, 期号: 2, 页码: 16
作者:  Wu, Shangxi;  Sang, Jitao;  Xu, Kaiyan;  Zheng, Guanhua;  Xu, Changsheng
收藏  |  浏览/下载：52/0  |  提交时间：2023/12/21
Adversarial defense  adaptive  dropout  
OPM2L: An optimal instance partition-based multi-metric learning method for heterogeneous dataset classification 期刊论文
INFORMATION SCIENCES, 2023, 卷号: 648, 页码: 18
作者:  Deng, Huiyuan;  Meng, Xiangzhu;  Wang, Huibing;  Feng, Lin
收藏  |  浏览/下载：98/0  |  提交时间：2023/11/16
Multi-metric learning  Alternating direction method  Nearest-neighbor classification  Riemannian manifold  
FeatsFlow: Traceable representation learning based on normalizing flows 期刊论文
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2023, 卷号: 126, 页码: 13
作者:  Zhang, Wenwen;  Pei, Zhao;  Wang, Fei-Yue
收藏  |  浏览/下载：100/0  |  提交时间：2023/11/15
Representation learning  Distribution transformation  Traceable features  Normalizing flows  
Description-Enhanced Label Embedding Contrastive Learning for Text Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 14
作者:  Zhang, Kun;  Wu, Le;  Lv, Guangyi;  Chen, Enhong;  Ruan, Shulan;  Liu, Jing;  Zhang, Zhiqiang;  Zhou, Jun;  Wang, Meng
收藏  |  浏览/下载：107/0  |  提交时间：2023/11/17
Contrastive learning (CL)  label embedding  representation learning  text classification  
New and effective EGFR-targeted fluorescence imaging technology for intraoperative rapid determination of lung cancer in freshly isolated tissue 期刊论文
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2022, 页码: 14
作者:  Li, Changjian;  Mi, Jiahui;  Wang, Yueqi;  Zhang, Zeyu;  Guo, Xiaoyong;  Zhou, Jian;  Hu, Zhenhua;  Tian, Jie
Adobe PDF(4761Kb)  |  收藏  |  浏览/下载：358/85  |  提交时间：2022/11/14
Intraoperative imaging technology  Lung cancer  Fluorescence-labeled antibody probe  Epidermal growth factor receptor  Surgical tumor resection  
Machine Learning Enhanced Optical Spectroscopy for Disease Detection 期刊论文
JOURNAL OF PHYSICAL CHEMISTRY LETTERS, 2022, 页码: 12
作者:  Lv, Ruichan;  Wang, Zhan;  Ma, Yaqun;  Li, Wenjing;  Tian, Jie
收藏  |  浏览/下载：137/0  |  提交时间：2022/11/14
Online Semisupervised Active Classification for Multiview PolSAR Data 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 6, 页码: 4415-4429
作者:  Nie, Xiangli;  Fan, Mingyu;  Huang, Xiayuan;  Yang, Wenjing;  Zhang, Bo;  Ma, Xiaoshuang
收藏  |  浏览/下载：203/0  |  提交时间：2022/07/25
Task analysis  Feature extraction  Heuristic algorithms  Data models  Manifolds  Semisupervised learning  Training  Online active learning  online multiview learning  online semisupervised learning (SSL)  polarimetric synthetic aperture radar (PolSAR) data classification  
Deep learning signatures reveal multiscale intratumor heterogeneity associated with biological functions and survival in recurrent nasopharyngeal carcinoma 期刊论文
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2022, 页码: 11
作者:  Zhao, Xun;  Liang, Yu-Jing;  Zhang, Xu;  Wen, Dong-Xiang;  Fan, Wei;  Tang, Lin-Quan;  Dong, Di;  Tian, Jie;  Mai, Hai-Qiang
Adobe PDF(1720Kb)  |  收藏  |  浏览/下载：308/44  |  提交时间：2022/06/10
Recurrent nasopharyngeal carcinoma  Survival analysis  Radiomics  Deep learning  
Dynamic-Fusion-Based Federated Learning for COVID-19 Detection 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2021, 卷号: 8, 期号: 21, 页码: 15884-15891
作者:  Zhang, Weishan;  Zhou, Tao;  Lu, Qinghua;  Wang, Xiao;  Zhu, Chunsheng;  Sun, Haoyun;  Wang, Zhipeng;  Lo, Sin Kit;  Wang, Fei-Yue
收藏  |  浏览/下载：221/0  |  提交时间：2022/01/27
Data models  COVID-19  Training  Collaborative work  Analytical models  Servers  Predictive models  AI  COVID-19  CT  federated learning  image processing  machine learning  X-Ray  
Online Multiview Deep Forest for Remote Sensing Image Classification via Data Fusion 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2021, 卷号: 18, 期号: 8, 页码: 1456-1460
作者:  Nie, Xiangli;  Gao, Ruofei;  Wang, Rui;  Xiang, Deliang
收藏  |  浏览/下载：202/0  |  提交时间：2021/11/02
Vegetation  Forestry  Random forests  Feature extraction  Remote sensing  Data models  Training data  Deep forest  online multiview learning  polarimetric synthetic aperture radar (PolSAR)  remote sensing data classification