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CASIA OpenIR
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Optimization-Based Post-Training Quantization With Bit-Split and Stitching 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 2, 页码: 2119-2135
作者:  Wang, Peisong;  Chen, Weihan;  He, Xiangyu;  Chen, Qiang;  Liu, Qingshan;  Cheng, Jian
Adobe PDF(921Kb)  |  收藏  |  浏览/下载：202/59  |  提交时间：2023/03/20
Deep neural networks  compression  quantization  post-training quantization  
APRIL: Finding the Achilles' Heel on Privacy for Vision Transformers 会议论文
, New Orleans, Louisiana, USA, 2022-6
作者:  Jiahao, Lu;  Xi Sheryl, Zhang;  Tianli, Zhao;  Xiangyu, He;  Jian Cheng
Adobe PDF(2770Kb)  |  收藏  |  浏览/下载：230/61  |  提交时间：2022/06/23
Trustworthy AI  Privacy-preserving machine learning  
ECBC: Efficient Convolution via Blocked Columnizing 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:  Zhao, Tianli;  Hu, Qinghao;  He, Xiangyu;  Xu, Weixiang;  Wang, Jiaxing;  Leng, Cong;  Cheng, Jian
Adobe PDF(3003Kb)  |  收藏  |  浏览/下载：305/34  |  提交时间：2022/01/27
Convolution  Tensors  Layout  Memory management  Indexes  Transforms  Performance evaluation  Convolutional neural networks (CNNs)  direct convolution  high performance computing for mobile devices  im2col convolution  memory-efficient convolution (MEC)  
Revisiting Parameter Sharing for Automatic Neural Channel Number Search 会议论文
, Online, 2020.12.06-2020.12.12
作者:  Wang JX(王家兴);  Bo HL(柏昊立);  Wu JX(吴家祥);  Shi XP(史旭鹏);  Huang JZ(黄俊洲);  Michael Lyu;  Irwin King;  Cheng J(程健)
Adobe PDF(2004Kb)  |  收藏  |  浏览/下载：195/43  |  提交时间：2021/06/16
Neural Architecture Search  Model Compression  Parameter Sharing  
Ladder Pyramid Networks for Single Image Super-Resoluion 会议论文
, Abudhabi, October 25th-October28th
作者:  Mo, Zitao;  He, Xiangyu;  Li, Gang;  Cheng, Jian
Adobe PDF(355Kb)  |  收藏  |  浏览/下载：399/97  |  提交时间：2020/08/07
Ladder Pyramid Network, Lightweight Convolution, Super-Resolution  
BundleNet Learning with Noisy Label via Sample Correlations 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 期号: 1, 页码: 2367-2377
作者:  Li, Chenghua;  Zhang, Chunjie;  Ding, Kun;  Li, Gang;  Cheng, Jian;  Lu, Hanqing;  Jian Cheng
浏览  |  Adobe PDF(1606Kb)  |  收藏  |  浏览/下载：589/240  |  提交时间：2018/05/05
Bundlenet  Sequential Data  Classification  Noisy Label  Regularization  
DeepSearch: A Fast Image Search Framework for Mobile Devices 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2018, 卷号: 14, 期号: 1, 页码: 6
作者:  Wang, Peisong;  Hu, Qinghao;  Fang, Zhiwei;  Zhao, Chaoyang;  Cheng, Jian
Adobe PDF(1203Kb)  |  收藏  |  浏览/下载：535/186  |  提交时间：2018/05/05
Convolutional Neural Networks  Acceleration  Image Retrieval  Tensor Decomposition  
Image-Specific Classification With Local and Global Discriminations 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 9, 页码: 4479-4486
作者:  Zhang, Chunjie;  Cheng, Jian;  Li, Changsheng;  Tian, Qi
Adobe PDF(571Kb)  |  收藏  |  浏览/下载：705/294  |  提交时间：2017/09/14
Global information  image-specific classification  local information  object categorization  
Segmentation of fingerprint images using linear classifier 期刊论文
EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING, 2004, 卷号: 2004, 期号: 4, 页码: 480-494
作者:  Chen, XJ;  Tian, J;  Cheng, J;  Yang, X;  Tian, Jie
Adobe PDF(3132Kb)  |  收藏  |  浏览/下载：316/68  |  提交时间：2015/09/23
Fingerprint Image Segmentation  Block Features  Linear Classification  Image Processing  
Bayesian Co-Boosting for Multi-modal Gesture Recognition 期刊论文
JOURNAL OF MACHINE LEARNING RESEARCH, 2014, 卷号: 15, 期号: 1, 页码: 3013-3036
作者:  Wu, Jiaxiang;  Cheng, Jian
Adobe PDF(419Kb)  |  收藏  |  浏览/下载：305/84  |  提交时间：2015/08/12
Gesture Recognition  Bayesian Co-boosting  Hidden Markov Model  Multimodal Fusion  Feature Selection