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Diagnosis and Subtyping of Autoimmune Encephalitis Using an Attention-Based Multi-Instance Learning Model: A Multi-Center 18F-FDG PET Study 期刊论文
CNS NEUROSCIENCE & THERAPEUTICS, 2025, 卷号: 31, 期号: 8, 页码: 11
作者:  Sun, Yueqian;  Sun, Ruizhe;  Lv, Jiahua;  Kong, Qingxia;  Dai, Cixiang;  Wang, Bin;  Han, Xiong;  Chen, Min;  Liu, Ruihan;  Jiang, Yan;  Yuan, Leilei;  Ai, Lin;  Yang, Xiaodong;  Chen, Yiqiang;  Wang, Qun
收藏  |  浏览/下载：1/0  |  提交时间：2025/12/03
F-18-FDG PET  attention-based  autoimmune encephalitis  multi-instance learning  
Towards Robust Semantic Segmentation against Patch-Based Attack via Attention Refinement 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2024, 页码: 23
作者:  Yuan, Zheng;  Zhang, Jie;  Wang, Yude;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：33/0  |  提交时间：2024/12/06
Model robustness  Attention mechanism  Semantic segmentation  Patch-based attack  
Dynamic global structure enhanced multi-channel graph neural network for session-based recommendation 期刊论文
INFORMATION SCIENCES, 2023, 卷号: 624, 页码: 324-343
作者:  Zhu, Xiaofei;  Tang, Gu;  Wang, Pengfei;  Li, Chenliang;  Guo, Jiafeng;  Dietze, Stefan
收藏  |  浏览/下载：64/0  |  提交时间：2023/07/12
Recommendation system  Session-based recommendation  Graph neural network  Behavior modeling  Attention model  Representation learning  
Unsupervised Deep Anomaly Detection for Multi-Sensor Time-Series Signals 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 2, 页码: 2118-2132
作者:  Zhang, Yuxin;  Chen, Yiqiang;  Wang, Jindong;  Pan, Zhiwen
收藏  |  浏览/下载：46/0  |  提交时间：2023/07/12
Anomaly detection  Predictive models  Data models  Autoregressive processes  Image reconstruction  Forecasting  Computational modeling  Unsupervised anomaly detection  multi-sensor time series  convolutional autoencoder  attention based BiLSTM  
Spatial-Temporal Graph Network for Video Crowd Counting 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 1, 页码: 228-241
作者:  Wu, Zhe;  Zhang, Xinfeng;  Tian, Geng;  Wang, Yaowei;  Huang, Qingming
收藏  |  浏览/下载：51/0  |  提交时间：2023/07/12
Computational modeling  Predictive models  Analytical models  Long short term memory  Optical flow  Integrated circuit modeling  Head  Video-based crowd counting  spatiotemporal graph attention  multi-scale module  
Exploring rich structure information for aspect-based sentiment classification 期刊论文
JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2022, 页码: 21
作者:  Zhu, Ling;  Zhu, Xiaofei;  Guo, Jiafeng;  Dietze, Stefan
收藏  |  浏览/下载：67/0  |  提交时间：2022/12/07
Aspect-based sentiment classification  Graph convolutional networks  Attention mechanism  Sentiment analysis  
Tactile-Based Fabric Defect Detection Using Convolutional Neural Network With Attention Mechanism 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 卷号: 71, 页码: 9
作者:  Bin Fang;  Long, Xingming;  Sun, Fuchun;  Liu, Huaping;  Zhang, Shixin;  Fang, Cheng
收藏  |  浏览/下载：63/0  |  提交时间：2022/12/07
Fabrics  Feature extraction  Frequency-domain analysis  Tactile sensors  Cameras  Visualization  Sensors  Attention mechanism  defect detection  vision-based tactile sensor  
GL-GCN: Global and Local Dependency Guided Graph Convolutional Networks for aspect-based sentiment classification 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2021, 卷号: 186, 页码: 11
作者:  Zhu, Xiaofei;  Zhu, Ling;  Guo, Jiafeng;  Liang, Shangsong;  Dietze, Stefan
收藏  |  浏览/下载：87/0  |  提交时间：2021/12/01
Graph convolutional networks  Aspect-based sentiment classification  Attention mechanism  Sentiment analysis