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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:0/0  |  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  
Emergence of brain-inspired small-world spiking neural network through neuroevolution 期刊论文
ISCIENCE, 2024, 卷号: 27, 期号: 2, 页码: 16
作者:  Pan, Wenxuan;  Zhao, Feifei;  Han, Bing;  Dong, Yiting;  Zeng, Yi
收藏  |  浏览/下载:0/0  |  提交时间:2024/07/03
Cross-Lingual Text Image Recognition via Multi-Hierarchy Cross-Modal Mimic 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 卷号: 25, 页码: 4830-4841
作者:  Chen, Zhuo;  Yin, Fei;  Yang, Qing;  Liu, Cheng-Lin
收藏  |  浏览/下载:51/0  |  提交时间:2024/02/22
Cross-lingual text image recognition  cross-modal mimic  multihierarchy mimic  
A Pressure-Based High-Quality Wrist Pulse Measurement System With an Application in Emotion Analysis 期刊论文
IEEE SENSORS JOURNAL, 2023, 卷号: 23, 期号: 18, 页码: 21821-21831
作者:  Liu, Zeyu;  Cheng, Long;  Li, Zhengwei
收藏  |  浏览/下载:80/0  |  提交时间:2023/12/21
Emotion analysis  photoelectric effect  pressure sensor  pulse  pulse wave assessment  wearable devices  
Adaptive structure evolution and biologically plausible synaptic plasticity for recurrent spiking neural networks 期刊论文
SCIENTIFIC REPORTS, 2023, 卷号: 13, 期号: 1, 页码: 13
作者:  Pan, Wenxuan;  Zhao, Feifei;  Zeng, Yi;  Han, Bing
收藏  |  浏览/下载:125/0  |  提交时间:2023/12/21
Deep representation learning for domain generalization with information bottleneck principle 期刊论文
PATTERN RECOGNITION, 2023, 卷号: 143, 页码: 12
作者:  Zhang, Jiao;  Zhang, Xu-Yao;  Wang, Chuang;  Liu, Cheng-Lin
收藏  |  浏览/下载:131/0  |  提交时间:2023/11/17
Domain generalization  Information bottleneck  Representation learning  
EventMix: An efficient data augmentation strategy for event-based learning 期刊论文
Information Sciences, 2023, 卷号: 644, 页码: 11
作者:  Shen, Guobin;  Zhao, Dongcheng;  Zeng, Yi
Adobe PDF(2595Kb)  |  收藏  |  浏览/下载:113/4  |  提交时间:2023/11/17
Event based data augmentation  Neuromorphic data  Spiking neural networks  Reasonable label assignment  Gaussian mixture model  
LARNeXt: End-to-End Lie Algebra Residual Network for Face Recognition 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 10, 页码: 11961-11976
作者:  Yang, Xiaolong;  Jia, Xiaohong;  Gong, Dihong;  Yan, Dong-Ming;  Li, Zhifeng;  Liu, Wei
收藏  |  浏览/下载:123/0  |  提交时间:2023/11/16
Face recognition  lie algebra  pose estimation  profile face  
N-Omniglot, a large-scale neuromorphic dataset for spatio-temporal sparse few-shot learning 期刊论文
Scientific Data, 2022, 卷号: 9, 期号: 1, 页码: 9
作者:  Li, Yang;  Dong, Yiting;  Zhao, Dongcheng;  Zeng, Yi
Adobe PDF(4359Kb)  |  收藏  |  浏览/下载:162/13  |  提交时间:2023/03/20
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:266/0  |  提交时间:2023/01/09
Adversarial robustness  Adversarial training  Distribution normalization  Margin balance