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科研机构
计算技术研究所 [17]
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期刊论文 [17]
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2021 [2]
2020 [1]
2019 [6]
2018 [3]
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Multi-labelled proteins recognition for high-throughput microscopy images using deep convolutional neural networks
期刊论文
BMC BIOINFORMATICS, 2021, 卷号: 22, 期号: SUPPL 3, 页码: 14
作者:
Zhang, Enze
;
Zhang, Boheng
;
Hu, Shaohan
;
Zhang, Fa
;
Liu, Zhiyong
收藏
  |  
浏览/下载:44/0
  |  
提交时间:2021/12/01
Protein pattern recognition
DNNs
Multi-class and multi-label
Label imbalance
High-throughput microscopy images
Accurate and Explainable Recommendation via Hierarchical Attention Network Oriented Towards Crowd Intelligence
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 213, 页码: 13
作者:
Yang, Chao
;
Zhou, Weixin
;
Wang, Zhiyu
;
Jiang, Bin
;
Li, Dongsheng
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2021/12/01
Crowd intelligence
Explainable recommendation
Hierarchical attention
Review representation
Recommender system
Detecting Small Objects Using a Channel-Aware Deconvolutional Network
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2020, 卷号: 30, 期号: 6, 页码: 1639-1652
作者:
Duan, Kaiwen
;
Du, Dawei
;
Qi, Honggang
;
Huang, Qingming
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2020/12/10
Object detection
Feature extraction
Training
Birds
Deconvolution
Proposals
Detectors
Small object detection
channel-aware deconvolution
multi-RPN
anchor matching
Tattoo Image Search at Scale: Joint Detection and Compact Representation Learning
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2019, 卷号: 41, 期号: 10, 页码: 2333-2348
作者:
Han, Hu
;
Li, Jie
;
Jain, Anil K.
;
Shan, Shiguang
;
Chen, Xilin
收藏
  |  
浏览/下载:65/0
  |  
提交时间:2019/12/10
Large-scale tattoo search
joint detection and representation learning
sketch based search
multi-task learning
Addressing Sparsity in Deep Neural Networks
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2019, 卷号: 38, 期号: 10, 页码: 1858-1871
作者:
Zhou, Xuda
;
Du, Zidong
;
Zhang, Shijin
;
Zhang, Lei
;
Lan, Huiying
收藏
  |  
浏览/下载:77/0
  |  
提交时间:2019/12/10
Accelerator
architecture
deep neural networks (DNNs)
sparsity
Online Asymmetric Metric Learning With Multi-Layer Similarity Aggregation for Cross-Modal Retrieval
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 9, 页码: 4299-4312
作者:
Song, Guoli
;
Wang, Shuhui
;
Wu, Yiling
;
Huang, Qingming
收藏
  |  
浏览/下载:60/0
  |  
提交时间:2019/08/16
Cross-modal retrieval
asymmetric metric
online learning
multi-layer aggregation
BTS-DSN: Deeply supervised neural network with short connections for retinal vessel segmentation
期刊论文
INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2019, 卷号: 126, 页码: 105-113
作者:
Zhang, Yujun
;
Li, Tao
;
Gao, Yingqi
;
Kang, Hong
;
Wang, Kai
收藏
  |  
浏览/下载:87/0
  |  
提交时间:2019/08/16
Vessel segmentation
Fundus image
Deep supervision
Short connection
Supervised representation learning for multi-label classification
期刊论文
MACHINE LEARNING, 2019, 卷号: 108, 期号: 5, 页码: 747-763
作者:
Niu, Zhengyu
;
Huang, Ming
;
Zhuang, Fuzhen
;
Zhang, Xiao
;
Ao, Xiang
收藏
  |  
浏览/下载:57/0
  |  
提交时间:2019/08/16
Representation learning
Multi-label learning
Two-encoding-layer autoencoder
CSCC: Convolution Split Compression Calculation Algorithm for Deep Neural Network
期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 71607-71615
作者:
Fan, Shengyu
;
Yu, Hui
;
Lu, Dianjie
;
Liu, Zhiyong
;
Liu, Fangai
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2019/08/16
Convolutional neural network
sparse matrix vector multiplication
neural networks
convolution
sparse matrices
Research of stacked denoising sparse autoencoder
期刊论文
NEURAL COMPUTING & APPLICATIONS, 2018, 卷号: 30, 期号: 7, 页码: 2083-2100
作者:
Meng, Lingheng
;
Ding, Shifei
;
Zhang, Nan
;
Zhang, Jian
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2019/12/10
Autoencoder
Stacked autoencoders
Feature extraction
Unsupervised learning
Sparse coding
Deep learning
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