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CASIA OpenIR
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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：144/30  |  提交时间：2023/09/12
Class incremental learning  Continual learning  Lifelong 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：160/62  |  提交时间：2023/09/12
Convolutional Prototype Network for Open Set Recognition 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, 卷号: 44, 期号: 5, 页码: 2358-2370
作者:  Hong-Ming Yang;  Xu-Yao Zhang;  Fei Yin;  Qing Yang;  Cheng-Lin Liu
Adobe PDF(5038Kb)  |  收藏  |  浏览/下载：360/74  |  提交时间：2021/06/02
open-set recognition  CNN  prototype model  unknown detection  discriminative model  generative model  
Online Semi-Supervised Learning with Adaptive Vector Quantization 会议论文
, 加拿大, 2018-5-13
作者:  Yuan-Yuan Shen;  Xu-Yao Zhang;  Cheng-Lin Liu
Adobe PDF(197Kb)  |  收藏  |  浏览/下载：259/82  |  提交时间：2019/12/31
Learning Vector Quantization  Frequency Sensitive Competitive Learning  Adaptive Vector Quantization  Online Learning  Semi-supervised Learning  
Incremental Adaptive Learning Vector Quantization for Character Recognition with Continuous Style Adaptation 期刊论文
COGNITIVE COMPUTATION, 2018, 卷号: 10, 期号: 2, 页码: 334-346
作者:  Shen, Yuan-Yuan;  Liu, Cheng-Lin
Adobe PDF(1575Kb)  |  收藏  |  浏览/下载：283/78  |  提交时间：2018/10/10
Continuous Incremental Adaptive Learning Vector Quantization  Style Transfer Mapping  Local Style Consistency  Active Learning  
Anomaly Detection via Minimum Likelihood Generative Adversarial Networks 会议论文
, Bei Jing, 2018
作者:  Wang Chu;  Yan-Ming Zhang;  Cheng-Lin Liu
Adobe PDF(767Kb)  |  收藏  |  浏览/下载：402/177  |  提交时间：2018/08/29
LG-CNN: From local parts to global discrimination for fine-grained recognition 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 71, 期号: 71, 页码: 118-131
作者:  Xie, Guo-Sen;  Zhang, Xu-Yao;  Yang, Wenhan;  Xu, Mingliang;  Yan, Shuicheng;  Liu, Cheng-Lin
浏览  |  Adobe PDF(2717Kb)  |  收藏  |  浏览/下载：676/273  |  提交时间：2018/01/16
Fine-grained Recognition  Convolutional Neural Networks  Bilinear Pooling  Local Parts  Global Discrimination  
SDE: A novel selective, discriminative and equalizing feature representation for visual recognition 期刊论文
International Journal of Computer Vision (IJCV), 2017, 卷号: 124, 期号: 2, 页码: 145~168
作者:  Guo-Sen Xie;  Xu-Yao Zhang;  Shuicheng Yan;  Cheng-Lin Liu
浏览  |  Adobe PDF(5169Kb)  |  收藏  |  浏览/下载：312/67  |  提交时间：2018/01/16
Convolutional Neural Network · Feature Learning · Pooling · Bag Of Words · Bilevel Optimization  
End-to-End Online Writer Identification With Recurrent Neural Network 期刊论文
IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, 2017, 卷号: 47, 期号: 2, 页码: 285-292
作者:  Zhang, Xu-Yao;  Xie, Guo-Sen;  Liu, Cheng-Lin;  Bengio, Yoshua
Adobe PDF(1185Kb)  |  收藏  |  浏览/下载：985/419  |  提交时间：2017/05/05
End-to-end  Long Short-term Memory (Lstm)  Online Handwriting  Recurrent Neural Network (Rnn)  Writer Identification  
Incremental Learning Vector Quantization for Character Recognition with Local Style Consistency 会议论文
BICS 2016, Beijing, China, 2016
作者:  Yuan-Yuan Shen;  Cheng-Lin Liu
浏览  |  Adobe PDF(329Kb)  |  收藏  |  浏览/下载：314/110  |  提交时间：2017/02/21