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OpenMix: Exploring Outlier Samples for Misclassification Detection 会议论文
, Vancouver canada, Jun 18-22, 2023
Authors:  Zhu Fei (朱飞);  Zhen Cheng;  Xu-Yao Zhang;  Cheng-Lin Liu
Adobe PDF(2384Kb)  |  Favorite  |  View/Download：13/4  |  Submit date：2023/09/12
Imitating the Oracle: Towards Calibrated Model for Class Incremental Learning 期刊论文
Neural Networks, 2023, 卷号: 164, 页码: 38-48
Authors:  Fei Zhu;  Zhen Cheng;  Xu-Yao Zhang;  Cheng-Lin Liu
Adobe PDF(1251Kb)  |  Favorite  |  View/Download：21/3  |  Submit date：2023/09/12
Class incremental learning  Continual learning  Lifelong learning  
Adversarial training with distribution normalization and margin balance 期刊论文
PATTERN RECOGNITION, 2023, 卷号: 136, 页码: 11
Authors:  Cheng, Zhen;  Zhu, Fei;  Zhang, Xu-Yao;  Liu, Cheng-Lin
Favorite  |  View/Download：97/0  |  Submit date：2023/01/09
Adversarial robustness  Adversarial training  Distribution normalization  Margin balance  
NIR-II nano fluorescence image guided hepatic carcinoma resection on cirrhotic patient 期刊论文
PHOTODIAGNOSIS AND PHOTODYNAMIC THERAPY, 2022, 卷号: 40, 页码: 3
Authors:  Zhang, Zeyu;  Fang, Cheng;  Zhang, Yang;  Su, Song;  Li, Bo;  Liu, Gang;  Hu, Zhenhua;  Tian, Jie
Favorite  |  View/Download：87/0  |  Submit date：2022/11/14
NIR-II fluorescence imaging  Hepatic carcinoma (HCC)  Cirrhosis  Image-guided surgery  Nano probe  
Rethinking Confidence Calibration for Failure Prediction 会议论文
, Virtual, October 23-27, 2022
Authors:  Fei Zhu;  Zhen Cheng;  Xu-Yao Zhang;  Cheng-Lin Liu
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Many-body Hilbert space scarring on a superconducting processor 期刊论文
NATURE PHYSICS, 2022, 页码: 9
Authors:  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
Favorite  |  View/Download：92/0  |  Submit date：2022/11/14
Two subtypes of schizophrenia identified by an individual-level atypical pattern of tensor-based morphometric measurement 期刊论文
CEREBRAL CORTEX, 2022, 页码: 18
Authors:  Shi, Weiyang;  Fan, Lingzhong;  Wang, Haiyan;  Liu, Bing;  Li, Wen;  Li, Jin;  Cheng, Luqi;  Chu, Congying;  Song, Ming;  Sui, Jing;  Luo, Na;  Cui, Yue;  Dong, Zhenwei;  Lu, Yuheng;  Ma, Yawei;  Ma, Liang;  Li, Kaixin;  Chen, Jun;  Chen, Yunchun;  Guo, Hua;  Li, Peng;  Lu, Lin;  Lv, Luxian;  Wan, Ping;  Wang, Huaning;  Wang, Huiling;  Yan, Hao;  Yan, Jun;  Yang, Yongfeng;  Zhang, Hongxing;  Zhang, Dai;  Jiang, Tianzi
Adobe PDF(4129Kb)  |  Favorite  |  View/Download：166/27  |  Submit date：2022/09/19
schizophrenia  subtype  structural MRI  neuroimaging-clinic association analysis  neuroimaging-transcription association analysis  
Parallel multiscale context-based edge-preserving optical flow estimation with occlusion detection 期刊论文
SIGNAL PROCESSING-IMAGE COMMUNICATION, 2022, 卷号: 101, 页码: 14
Authors:  Zhang, Congxuan;  Feng, Cheng;  Chen, Zhen;  Hu, Weiming;  Li, Ming
Favorite  |  View/Download：92/0  |  Submit date：2021/12/28
Optical flow  Occlusion detection  Edge-preserving  Parallel multiscale context  Convolutional neural network  
Near-Infrared Window II Fluorescence Image-Guided Surgery of High-Grade Gliomas Prolongs the Progression-Free Survival of Patients 期刊论文
IEEE Transactions on Biomedical Engineering, 2022, 卷号: 69, 期号: 6, 页码: 1889-1900
Authors:  Xiaojing Shi;  Zhe Zhang;  Zeyu Zhang;  Caiguang Cao;  Zhen Cheng;  Zhenhua Hu;  Jie Tian;  Nan Ji
Adobe PDF(32138Kb)  |  Favorite  |  View/Download：93/9  |  Submit date：2022/07/05
fluorescence image-guided surgery  glioblastoma  ICG  NIR-II  
Time-/Event-Triggered Adaptive Neural Asymptotic Tracking Control of Nonlinear Interconnected Systems With Unmodeled Dynamics and Prescribed Performance 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 11
Authors:  Cheng, Ting-Ting;  Niu, Ben;  Zhang, Jia-Ming;  Wang, Ding;  Wang, Zhen-Hua
Favorite  |  View/Download：93/0  |  Submit date：2022/01/27
Interconnected systems  Artificial neural networks  Closed loop systems  Multi-agent systems  Asymptotic stability  Switches  Stability criteria  Asymptotic tracking control  event-triggered control  neural networks (NNs)  nonlinear interconnected systems  prescribed performance control (PPC)  unmodeled dynamics