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CASIA OpenIR

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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：7/0  |  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  
Space advanced technology demonstration satellite 期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2023, 页码: 19
作者:  Zhang, Xiaofeng;  Chen, Wen;  Zhu, Xiaocheng;  Meng, Na;  He, Junwang;  Bi, Xingzi;  Zhang, Yonghe;  Shi, Qi;  Li, Fei;  Liu, Rui;  Feng, Zhenggong;  Liu, Liu;  Li, Jinsong;  Wu, Haichen;  Xu, Dongxiao;  Li, Taijie;  Huang, Jiangjiang;  Liu, Shuo;  Li, Tiantong;  Yu, Xiansheng;  Gao, Yang;  Zhou, Heng;  Ban, Hanyu;  Zhang, Yanli;  Zhang, Yueting;  Yang, Yingquan;  He, Tao;  Duan, Xuliang;  Chen, Xin;  Wang, Yamin;  Sun, Antai;  Zhang, Kuoxiang;  Sun, Ying;  Wang, Yaobin;  Fan, Chengcheng;  Xiong, Shaolin;  Li, Xinqiao;  Wen, Xiangyang;  Ling, Zhixing;  Sun, Xiaojin;  Zhang, Chen;  Bai, Xianyong;  Wang, Zhanshan;  Deng, Yuanyong;  Tian, Hui;  Yang, Jianfeng;  Xue, Hongbo;  Sang, Peng;  Liu, Jinguo;  Zheng, Huilong;  Zhu, Xiang;  He, Jianwu;  Li, Hui;  Xu, Luxiang;  Xu, Shuyan;  Chen, Wenwu;  Liu, Zhendong;  Wang, Zhaoli;  Mao, Xianglong;  Gao, Rong;  Li, Zongxuan;  Ding, Guopeng;  Wang, Xinyu;  Dou, Runjiang;  Weng, Lubin;  Luo, Hao;  Wang, Yaping;  Liang, Xianfeng;  Fang, Ziruo
收藏  |  浏览/下载：122/0  |  提交时间：2024/02/22
SATech-01  spacecraft design  scientific instruments  on-orbit performance  
Imitating the Oracle: Towards Calibrated Model for Class Incremental Learning 期刊论文
Neural Networks, 2023, 卷号: 164, 页码: 38-48
作者:  Fei Zhu;  Zhen Cheng;  Xu-Yao Zhang;  Cheng-Lin Liu
Adobe PDF(1251Kb)  |  收藏  |  浏览/下载：169/38  |  提交时间：2023/09/12
Class incremental learning  Continual learning  Lifelong learning  
类别增量学习研究进展和性能评价 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 3, 页码: 635−660
作者:  朱飞;  张煦尧;  刘成林
Adobe PDF(4601Kb)  |  收藏  |  浏览/下载：327/166  |  提交时间：2023/09/12
增量学习  持续学习  灾难性遗忘  机器学习  深度学习  
Learning by Seeing More Classes 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, 卷号: 45, 期号: 6, 页码: 7477-7493
作者:  Fei Zhu;  Xu-Yao Zhang;  Rui-Qi Wang;  Cheng-Lin Liu
Adobe PDF(2561Kb)  |  收藏  |  浏览/下载：165/49  |  提交时间：2023/09/12
Class augmentation  generalization  confidence estimation  open-environment learning  
Class-Incremental Learning via Dual Augmentation 会议论文
, Virtual, Dec 6-14, 2021
作者:  Zhu Fei (朱飞);  Zhen Cheng;  Xu-Yao Zhang;  Cheng-Lin Liu
Adobe PDF(1415Kb)  |  收藏  |  浏览/下载：186/67  |  提交时间：2023/09/12
OpenMix: Exploring Outlier Samples for Misclassification Detection 会议论文
, Vancouver canada, Jun 18-22, 2023
作者:  Zhu Fei (朱飞);  Zhen Cheng;  Xu-Yao Zhang;  Cheng-Lin Liu
Adobe PDF(2384Kb)  |  收藏  |  浏览/下载：210/72  |  提交时间：2023/09/12
Rethinking Confidence Calibration for Failure Prediction 会议论文
, Virtual, October 23-27, 2022
作者:  Fei Zhu;  Zhen Cheng;  Xu-Yao Zhang;  Cheng-Lin Liu
Adobe PDF(10583Kb)  |  收藏  |  浏览/下载：312/206  |  提交时间：2023/09/12
Adversarial training with distribution normalization and margin balance 期刊论文
PATTERN RECOGNITION, 2023, 卷号: 136, 页码: 11
作者:  Cheng, Zhen;  Zhu, Fei;  Zhang, Xu-Yao;  Liu, Cheng-Lin
收藏  |  浏览/下载：271/0  |  提交时间：2023/01/09
Adversarial robustness  Adversarial training  Distribution normalization  Margin balance  
Many-body Hilbert space scarring on a superconducting processor 期刊论文
NATURE PHYSICS, 2022, 页码: 9
作者:  Zhang, Pengfei;  Dong, Hang;  Gao, Yu;  Zhao, Liangtian;  Hao, Jie;  Desaules, Jean-Yves;  Guo, Qiujiang;  Chen, Jiachen;  Deng, Jinfeng;  Liu, Bobo;  Ren, Wenhui;  Yao, Yunyan;  Zhang, Xu;  Xu, Shibo;  Wang, Ke;  Jin, Feitong;  Zhu, Xuhao;  Zhang, Bing;  Li, Hekang;  Song, Chao;  Wang, Zhen;  Liu, Fangli;  Papic, Zlatko;  Ying, Lei;  Wang, H.;  Lai, Ying-Cheng
收藏  |  浏览/下载：301/0  |  提交时间：2022/11/14