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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：122/26  |  提交时间：2023/09/12
Class incremental learning  Continual learning  Lifelong learning  
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：347/68  |  提交时间：2021/06/02
open-set recognition  CNN  prototype model  unknown detection  discriminative model  generative model  
Learning-based Tensor Decomposition with Adaptive Rank Penalty for CNNs Compression 会议论文
, Tokyo, Japan (online), September 8-10, 2021
作者:  Deli, Yu;  Peipei, Yang;  Cheng-Lin, Liu
Adobe PDF(309Kb)  |  收藏  |  浏览/下载：326/56  |  提交时间：2021/07/01
low-rank decomposition  network compression  learning-based decomposition  adaptive rank penalty  
Handwriting Trajectory Recovery from Off-Line Multi-Stroke Characters by Deep Ordering Prediction and Heuristic Search 会议论文
, 线上, 2021-7
作者:  Wang TQ(王铁强);  Liu CL(刘成林)
Adobe PDF(336Kb)  |  收藏  |  浏览/下载：267/56  |  提交时间：2021/06/02
Prototype augmentation and self-supervision for incremental learning 会议论文
, Online (Nashville, United States), June 19-25, 2021
作者:  Fei Zhu;  Xu-Yao Zhang;  Chuang Wang;  Fei Yin;  Cheng-Lin Liu
Adobe PDF(6662Kb)  |  收藏  |  浏览/下载：141/36  |  提交时间：2022/04/07
Dynamical Channel Pruning by Conditional Accuracy Change for Deep Neural Networks 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 无, 期号: 无, 页码: 无
作者:  Chen, Zhiqiang;  Xu, Ting-Bing;  Du, Changde;  Liu, Cheng-Lin;  He, Huiguang
浏览  |  Adobe PDF(4352Kb)  |  收藏  |  浏览/下载：267/62  |  提交时间：2021/01/27
Conditional accuracy change (CAC), direct criterion, dynamical channel pruning, neural network compression, structure shaping.  
Multi-branch guided attention network for irregular text recognition 期刊论文
Neurocomputing, 2020, 卷号: 425, 期号: 0, 页码: 0
作者:  Wang, Cong;  Liu, Cheng-Lin
浏览  |  Adobe PDF(2370Kb)  |  收藏  |  浏览/下载：216/56  |  提交时间：2020/07/16
Irregular text recognition, Mutual guidance, Multi-branch guided attention network (MBAN)  
Handwritten Mathematical Expression Recognition via Paired Adversarial Learning 期刊论文
International Journal of Computer Vision, 2020, 卷号: 128, 期号: 128, 页码: 2386-2401
作者:  Jin-Wen Wu;  Fei Yin;  Yan-Ming Zhang;  Xu-Yao Zhang;  Cheng-Lin Liu
浏览  |  Adobe PDF(1941Kb)  |  收藏  |  浏览/下载：337/83  |  提交时间：2020/10/20
Handwritten ME recognition  Paired adversarial learning  Semantic-invariant features  Convolutional decoder  Coverage of decoding  
Scene Text Recognition by Attention Network with Gated Embedding 会议论文
, Glasgow, UK, July 19-24, 2020
作者:  Wang, Cong;  Liu, Cheng-Lin
浏览  |  Adobe PDF(810Kb)  |  收藏  |  浏览/下载：202/82  |  提交时间：2020/07/16
Page Segmentation Using Convolutional Neural Network and Graphical Model 会议论文
, 视频会议, 2020-7
作者:  Li, Xiao-Hui;  Yin, Fei;  Liu, Cheng-Lin
Adobe PDF(6979Kb)  |  收藏  |  浏览/下载：180/48  |  提交时间：2021/06/02
Page segmentation  Conditional random field  Feature pyramid network  Graph attention network