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CNQ: Compressor-Based Non-uniform Quantization of Deep Neural NetworksInspec keywordsOther keywordsKey words 期刊论文
CHINESE JOURNAL OF ELECTRONICS, 2020, 卷号: 29, 期号: 6, 页码: 1126-1133
作者:  Yuan, Yong;  Chen, Chen;  Hu, Xiyuan;  Peng, Silong
收藏  |  浏览/下载：260/0  |  提交时间：2021/03/08
entropy  image classification  learning (artificial intelligence)  neural nets  object detection  optimisation  quantisation (signal)  network structure  DNN  low-bit quantization  time-consuming training  compressor-based fast nonuniform quantization method  quantization model  post-training quantization methods  deep neural networks  network quantization  compressor-based nonuniform quantization  CNQ  Non-uniform quantization  Knowledge distillation  Unlabeled samples  Network compression  
Few-Shot Visual Classification Using Image Pairs With Binary Transformation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2020, 卷号: 30, 期号: 9, 页码: 2867-2871
作者:  Zhang, Chunjie;  Li, Chenghua;  Cheng, Jian
收藏  |  浏览/下载：185/0  |  提交时间：2021/01/07
Training  Visualization  Testing  Correlation  Image representation  Automation  Convolutional neural networks  Few-shot classification  visual classification  image pair  binary transformation  object categorization  
Graph-based neural networks for explainable image privacy inference 期刊论文
PATTERN RECOGNITION, 2020, 卷号: 105, 期号: 0, 页码: 12
作者:  Yang, Guang;  Cao, Juan;  Chen, Zhineng;  Guo, Junbo;  Li, Jintao
浏览  |  Adobe PDF(2906Kb)  |  收藏  |  浏览/下载：256/19  |  提交时间：2020/08/03
Image privacy protection  Graph neural networks  Image classification  
Shift-Invariant Convolutional Network Search 会议论文
, Glasgow, United Kingdom, 19-24 July
作者:  Nannan Li;  Yaran Chen;  Zixiang Ding;  Dongbin Zhao
Adobe PDF(1067Kb)  |  收藏  |  浏览/下载：132/34  |  提交时间：2020/10/20
Neural architecture search, shift-invariant, multi-objective, low-pass filter, image classification  
Generative and Discriminative Fuzzy Restricted Boltzmann Machine Learning for Text and Image Classification 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 5, 页码: 2237-2248
作者:  Chen, C. L. Philip;  Feng, Shuang
收藏  |  浏览/下载：206/0  |  提交时间：2020/06/22
Data models  Training  Neurons  Image reconstruction  Feature extraction  Computational modeling  Cybernetics  Discriminative learning  fuzzy number  Gaussian fuzzy restricted Boltzmann machine (GFRBM)  image classification  
Multiview Semantic Representation for Visual Recognition 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 5, 页码: 2038-2049
作者:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
收藏  |  浏览/下载：212/0  |  提交时间：2020/06/22
Image classification  multiview  object categorization  semantic representation  visual recognition  
Anisotropic Convolution for Image Classification 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 期号: 99, 页码: 5584-5595
作者:  Li, Wenjuan;  Li, Bing;  Yuan, Chunfeng;  Li, Yangxi;  Wu, Haohao;  Hu, Weiming;  Wang, Fangshi
收藏  |  浏览/下载：169/0  |  提交时间：2020/10/16
Anisotropic convolution  image classification  object localization  
DNA computing inspired deep networks design 期刊论文
NEUROCOMPUTING, 2020, 卷号: 382, 页码: 140-147
作者:  Zhong, Guoqiang;  Li, Tao;  Jiao, Wencong;  Wang, Li-Na;  Dong, Junyu;  Liu, Cheng-Lin
收藏  |  浏览/下载：222/0  |  提交时间：2020/03/30
Deep neural networks  DNA computing  Automatic architecture design  Image classification  
BNAS: Efficient Neural Architecture Search Using Broad Scalable Architecture 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 期号: 0, 页码: 0
作者:  Ding ZX(丁子祥);  Yaran, Chen;  Nannan, Li;  Dingbin, Zhao;  Zhiquan, Sun;  C. L. Philip Chen
Adobe PDF(2713Kb)  |  收藏  |  浏览/下载：157/40  |  提交时间：2022/01/06
Broad convolutional neural network (BCNN), image classification, neural architecture search (NAS), reinforcement learning (RL)  
Deep Unbiased Embedding Transfer for Zero-Shot Learning 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 期号: 29, 页码: 1958-1971
作者:  Jia, Zhen;  Zhang, Zhang;  Wang, Liang;  Shan, Caifeng;  Tan, Tieniu
浏览  |  Adobe PDF(3428Kb)  |  收藏  |  浏览/下载：379/61  |  提交时间：2020/03/30
Visualization  Feature extraction  Semantics  Training  Seals  Prototypes  Indexes  Zero-shot learning  image classification  projection domain shift  convolutional neural network  generative adversarial network