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CASIA OpenIR
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Towards Mixed-Precision Quantization of Neural Networks via Constrained Optimization 会议论文
, 线上举办, 2021-10-11
作者:  Weihan Chen;  Peisong Wang;  Jian Cheng
Adobe PDF(696Kb)  |  收藏  |  浏览/下载：141/42  |  提交时间：2023/06/20
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：219/64  |  提交时间：2023/03/20
Deep neural networks  compression  quantization  post-training quantization  
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：324/39  |  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)  
Skeleton-Based Action Recognition With Multi-Stream Adaptive Graph Convolutional Networks 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 期号: 29, 页码: 9532-9545
作者:  Shi, Lei;  Zhang, Yifan;  Cheng, Jian;  Lu, Hanqing
浏览  |  Adobe PDF(2849Kb)  |  收藏  |  浏览/下载：407/158  |  提交时间：2020/11/05
Skeleton-based action recognition, graph convolutional network, adaptive graph, multi-stream network.  
BitStream: An efficient framework for inference of binary neural networks on CPUs 期刊论文
PATTERN RECOGNITION LETTERS, 2019, 卷号: 125, 页码: 303-309
作者:  Jiang, Yanshu;  Zhao, Tianli;  He, Xiangyu;  Leng, Cong;  Cheng, Jian
Adobe PDF(1252Kb)  |  收藏  |  浏览/下载：317/44  |  提交时间：2019/12/16
Convolutional neural networks  Binary neural networks  Image classification  
Accelerating Convolutional Neural Networks for Mobile Applications 会议论文
, Amsterdam, Netherlands, 2016.10-15-10.19
作者:  Wang, Peisong;  Cheng, Jian
浏览  |  Adobe PDF(563Kb)  |  收藏  |  浏览/下载：526/261  |  提交时间：2018/01/07
Convolutional Neural Networks  Acceleration  Image Classification  Tensor Decomposition  
Multi-View Label Sharing For Visual Representations And Classifications 期刊论文
IEEE Transactions on Multimedia, 2017, 期号: 0, 页码: 0
作者:  Zhang CJ(张淳杰);  Cheng J(程健);  Tian Q(田奇)
浏览  |  Adobe PDF(2096Kb)  |  收藏  |  浏览/下载：676/295  |  提交时间：2017/09/14
Multi-view Learning  Linear Transformation  Shared Space  Image Representation  Visual Classification  
Image-level classification by hierarchical structure learning with visual and semantic similarities 期刊论文
INFORMATION SCIENCES, 2018, 卷号: 422, 期号: 422, 页码: 271-281
作者:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
浏览  |  Adobe PDF(3107Kb)  |  收藏  |  浏览/下载：753/334  |  提交时间：2017/09/14
Image Classification  Hierarchical Structure Learning  Image-level Modeling  Object Categorization  
Online Sketching Hashing 会议论文
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), USA, 2015
作者:  Leng, Cong;  Wu, Jiaxiang;  Cheng, Jian;  Bai, Xiao;  Lu, Hanqing
浏览  |  Adobe PDF(250Kb)  |  收藏  |  浏览/下载：374/83  |  提交时间：2016/06/28
Sketching  
Consensus hashing 期刊论文
MACHINE LEARNING, 2015, 卷号: 100, 期号: 2-3, 页码: 379-398
作者:  Leng, Cong;  Cheng, Jian
Adobe PDF(1193Kb)  |  收藏  |  浏览/下载：284/83  |  提交时间：2015/09/23