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Exploring Schizophrenia Classification Through Multimodal MRI and Deep Graph Neural Networks: Unveiling Brain Region-Specific Weight Discrepancies and Their Association With Cell-Type Specific Transcriptomic Features 期刊论文
SCHIZOPHRENIA BULLETIN, 2024, 页码: 19
作者:  Gao, Jingjing;  Qian, Maomin;  Wang, Zhengning;  Li, Yanling;  Luo, Na;  Xie, Sangma;  Shi, Weiyang;  Li, Peng;  Chen, Jun;  Chen, Yunchun;  Wang, Huaning;  Liu, Wenming;  Li, Zhigang;  Yang, Yongfeng;  Guo, Hua;  Wan, Ping;  Lv, Luxian;  Lu, Lin;  Yan, Jun;  Song, Yuqing;  Wang, Huiling;  Zhang, Hongxing;  Wu, Huawang;  Ning, Yuping;  Du, Yuhui;  Cheng, Yuqi;  Xu, Jian;  Xu, Xiufeng;  Zhang, Dai;  Jiang, Tianzai
收藏  |  浏览/下载：14/0  |  提交时间：2024/07/03
schizophrenia identification  multimodal MRI  deep graph neural networks  image marker  gene analysis  
Ensemble Quadratic Assignment Network for Graph Matching 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2024, 页码: 23
作者:  Tan, Haoru;  Wang, Chuang;  Wu, Sitong;  Zhang, Xu-Yao;  Yin, Fei;  Liu, Cheng-Lin
收藏  |  浏览/下载：16/0  |  提交时间：2024/07/03
Graph matching  Combinatorial optimization  Graph neural network  Ensemble learning  
Revisiting Confidence Estimation: Towards Reliable Failure Prediction 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 5, 页码: 3370-3387
作者:  Zhu, Fei;  Zhang, Xu-Yao;  Cheng, Zhen;  Liu, Cheng-Lin
收藏  |  浏览/下载：15/0  |  提交时间：2024/07/03
Confidence estimation  uncertainty quantification  failure prediction  misclassification detection  selective classification  out-of-distribution detection  confidence calibration  model reliability  trustworthy  flat minima  
An end-to-end model for multi-view scene text recognition 期刊论文
PATTERN RECOGNITION, 2024, 卷号: 149, 页码: 17
作者:  Banerjee, Ayan;  Shivakumara, Palaiahnakote;  Bhattacharya, Saumik;  Pal, Umapada;  Liu, Cheng-Lin
收藏  |  浏览/下载：13/0  |  提交时间：2024/07/03
Text detection  Scene text recognition  Siamese network  Natural language model  Genetic algorithm  Multi-view text detection  
An Approach for Handwritten Chinese Text Recognition Unifying Character Segmentation and Recognition 期刊论文
Pattern Recognition, 2024, 页码: 110373
作者:  MingMing Yu（于明明）;  Zhang H(张恒);  Fei Yin（殷飞）;  Cheng-Lin Liu（刘成林）
Adobe PDF(5849Kb)  |  收藏  |  浏览/下载：48/18  |  提交时间：2024/06/24
Large-scale continual learning for ancient Chinese character recognition 期刊论文
PATTERN RECOGNITION, 2024, 卷号: 150, 页码: 15
作者:  Xu, Yue;  Zhang, Xu-Yao;  Zhang, Zhaoxiang;  Liu, Cheng-Lin
收藏  |  浏览/下载：29/0  |  提交时间：2024/05/30
Continual learning  Class-incremental learning  Convolutional prototype network  Character recognition  Ancient Chinese characters  
Cross-Modal Prototype Learning for Zero-Shot Handwritten Character Recognition 期刊论文
Pattern Recognition, 2022, 卷号: 131, 页码: 108859
作者:  Ao, Xiang;  Zhang, Xu-Yao;  Liu, Cheng-Lin
Adobe PDF(3111Kb)  |  收藏  |  浏览/下载：58/25  |  提交时间：2024/05/30
Towards Prior Gap and Representation Gap for Long-tailed Recognition, Pattern Recognition 期刊论文
Pattern Recognition, 2023, 卷号: 133, 期号: 109012, 页码: 109012
作者:  Zhang Ming-Liang;  Zhang Xu-Yao;  Wang Chang;  Liu Cheng-Lin
Adobe PDF(2258Kb)  |  收藏  |  浏览/下载：126/31  |  提交时间：2024/04/03
Long-tailed learning  Prior gap  Representation gap  Image recognition  
A novel transformer autoencoder for multi-modal emotion recognition with incomplete data 期刊论文
NEURAL NETWORKS, 2024, 卷号: 172, 页码: 12
作者:  Cheng, Cheng;  Liu, Wenzhe;  Fan, Zhaoxin;  Feng, Lin;  Jia, Ziyu
收藏  |  浏览/下载：72/0  |  提交时间：2024/03/27
Multi-modal signals  Emotion recognition  Incomplete data  Transformer autoencoder  Convolutional encoder  
Scene text recognition via dual character counting-aware visual and semantic modeling network 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2024, 卷号: 67, 期号: 3, 页码: 2
作者:  Xiao, Ke;  Zhu, Anna;  Iwana, Brian Kenji;  Liu, Cheng-Lin
收藏  |  浏览/下载：99/0  |  提交时间：2024/03/13