CASIA OpenIR

Browse/Search Results:  1-10 of 23 Help

  Show only claimed items
Selected(0)Clear Items/Page:    Sort:
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
Authors:  Wang, Peisong;  Chen, Weihan;  He, Xiangyu;  Chen, Qiang;  Liu, Qingshan;  Cheng, Jian
Adobe PDF(921Kb)  |  Favorite  |  View/Download:148/39  |  Submit date:2023/03/20
Deep neural networks  compression  quantization  post-training quantization  
Toward Accurate Binarized Neural Networks With Sparsity for Mobile Application 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 13
Authors:  Wang, Peisong;  He, Xiangyu;  Cheng, Jian
Favorite  |  View/Download:196/0  |  Submit date:2022/07/25
Quantization (signal)  Deep learning  Convolution  Training  Biological neural networks  Optimization  Neurons  Acceleration  binarized neural networks (BNNs)  compression  fixed-point quantization  
EEDNet: Enhanced Encoder-Decoder Network for AutoISP 会议论文
, Virtual, 2020
Authors:  Zhu, yu;  Guo, Zhenyu;  Liang, Tian;  He, Xiangyu;  Li, Chenghua;  Leng, Cong;  Jiang, Bo;  Zhang, Yifan;  Cheng, Jian
Adobe PDF(4493Kb)  |  Favorite  |  View/Download:143/25  |  Submit date:2022/07/01
Generative Zero-shot Network Quantization 会议论文
, Virtual Event, 2021-6
Authors:  Xiangyu, He;  Jiahao, Lu;  Weixiang, Xu;  Qinghao, Hu;  Peisong, Wang;  Jian, Cheng
Adobe PDF(947Kb)  |  Favorite  |  View/Download:206/49  |  Submit date:2022/06/29
APRIL: Finding the Achilles' Heel on Privacy for Vision Transformers 会议论文
, New Orleans, Louisiana, USA, 2022-6
Authors:  Jiahao, Lu;  Xi Sheryl, Zhang;  Tianli, Zhao;  Xiangyu, He;  Jian Cheng
Adobe PDF(2770Kb)  |  Favorite  |  View/Download:188/48  |  Submit date:2022/06/23
Trustworthy AI  Privacy-preserving machine learning  
Dynamic Dual Gating Neural Networks 会议论文
, Online, 2021
Authors:  Li, Fanrong;  Li, Gang;  He, Xiangyu;  Cheng, Jian
Adobe PDF(1988Kb)  |  Favorite  |  View/Download:149/43  |  Submit date:2022/06/14
A System-Level Solution for Low-Power Object Detection 会议论文
, Seoul, Korea, 2019
Authors:  Li, Fanrong;  Mo, Zitao;  Wang, Peisong;  Liu, Zejian;  Zhang, Jiayun;  Li, Gang;  Hu, Qinghao;  He, Xiangyu;  Leng, Cong;  Zhang, Yang;  Cheng, Jian
Adobe PDF(869Kb)  |  Favorite  |  View/Download:146/46  |  Submit date:2022/06/14
Learning Compression from Limited Unlabeled Data 会议论文
, Munich, Germany, September 8 – 14, 2018
Authors:  He, Xiangyu;  Cheng, Jian
Adobe PDF(504Kb)  |  Favorite  |  View/Download:44/10  |  Submit date:2022/06/14
深度卷积神经网络量化表示研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  贺翔宇
Adobe PDF(10648Kb)  |  Favorite  |  View/Download:200/15  |  Submit date:2022/06/13
量化表示  特征学习  二值化  深度卷积神经网络  
ECBC: Efficient Convolution via Blocked Columnizing 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
Authors:  Zhao, Tianli;  Hu, Qinghao;  He, Xiangyu;  Xu, Weixiang;  Wang, Jiaxing;  Leng, Cong;  Cheng, Jian
Adobe PDF(3003Kb)  |  Favorite  |  View/Download:237/23  |  Submit date: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)