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CASIA OpenIR

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Interpretability of Neural Networks Based on Game-theoretic Interactions 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 718-739
作者:  Huilin Zhou;   Jie Ren;   Huiqi Deng;   Xu Cheng;  Jinpeng Zhang;   Quanshi Zhang
Adobe PDF(2984Kb)  |  收藏  |  浏览/下载：4/1  |  提交时间：2024/07/18
Model interpretability and transparency  explainable AI  game theory  interaction  deep learning  
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：9/0  |  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：15/0  |  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：10/0  |  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  
Modal Contrastive Learning Based End-to-End Text Image Machine Translation 期刊论文
IEEE/ACM Transactions on Audio, Speech, and Language Processing (IEEE/ACM TASLP), 2023, 卷号: 32, 期号: 32, 页码: 2153-2165
作者:  Ma, Cong;  Han, Xu;  Wu, Linghui;  Zhang, Yaping;  Zhao, Yang;  Zhou, Yu;  Zong, Chengqing
Adobe PDF(6551Kb)  |  收藏  |  浏览/下载：27/14  |  提交时间：2024/06/26
Transformers  Machine translation  Decoding  Semantics  Pipelines  Text recognition  Task analysis  Text image machine translation  contrastive learning  text image recognition  machine translation  
A Hip-Knee Joint Coordination Evaluation System in Hemiplegic Individuals Based on Cyclogram Analysis 会议论文
, Changsha, China, 20-23 November
作者:  Ningcun Xu;  Chen Wang;  Liang Peng;  Jingyao Chen;  Zhi Cheng;  Zeng-Guang Hou;  Pu Zhang;  Zejia He
Adobe PDF(727Kb)  |  收藏  |  浏览/下载：38/15  |  提交时间：2024/06/21
Unified Entropy Optimization for Open-Set Test-Time Adaptation 会议论文
, Seattle WA, USA, June 17-21, 2024
作者:  Zhengqing Gao;  Xu-Yao Zhang;  Cheng-Lin Liu
Adobe PDF(6643Kb)  |  收藏  |  浏览/下载：52/22  |  提交时间：2024/06/13
Low-Rank Optimal Transport for Robust Domain Adaptation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1667-1680
作者:  Bingrong Xu;  Jianhua Yin;  Cheng Lian;  Yixin Su;  Zhigang Zeng
Adobe PDF(3368Kb)  |  收藏  |  浏览/下载：43/19  |  提交时间：2024/06/07
Domain adaptation  low-rank constraint  noise corruption  optimal transport  
A Double-Hurdle Quantification Model for Freezing of Gait of Parkinson's Patients 期刊论文
IEEE Transactions on Biomedical Engineering, 2024, 页码: 1 - 12
作者:  Ningcun Xu;  Chen Wang;  Liang Peng;  Xiao-Hu Zhou;  Jingyao Chen;  Zhi Cheng;  Zeng-Guang Hou
Adobe PDF(875Kb)  |  收藏  |  浏览/下载：40/13  |  提交时间：2024/06/04
Diff-Writer: A Diffusion Model-Based Stylized Online Handwritten Chinese Character Generator 会议论文
, 湖南省 长沙市, 2023-11
作者:  Ren MS(任敏思);  Zhang YM(张燕明);  Wang QF(王秋锋);  Yin F(殷飞);  Liu CL(刘成林)
Adobe PDF(64745Kb)  |  收藏  |  浏览/下载：59/7  |  提交时间：2024/05/31
Generative model