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Deep Hashing Based on VAE-GAN for Efficient Similarity Retrieval 期刊论文
CHINESE JOURNAL OF ELECTRONICS, 2019, 卷号: 28, 期号: 6, 页码: 1191-1197
作者:  Jin, Guoqing;  Zhang, Yongdong;  Lu, Ke
收藏  |  浏览/下载:42/0  |  提交时间:2020/12/10
file organisation  image retrieval  learning (artificial intelligence)  neural nets  pairwise hashing learning  semantic perserving feature mapping model  adversarial generative process  image feature vector  hash codes  pairwise ranking loss  generative networks  VAE-GAN based hashing framework  image retrieval  content preserving images  similarity retrieval  variational autoencoder  generative adversarial network  Image retrieval  Learning to hash  Variational autoencoder(VAE)  Generative adversarial network(GAN)  
HybridTune: Spatio-Temporal Performance Data Correlation for Performance Diagnosis of Big Data Systems 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2019, 卷号: 34, 期号: 6, 页码: 1167-1184
作者:  Ren, Rui;  Cheng, Jiechao;  He, Xi-Wen;  Wang, Lei;  Zhan, Jian-Feng;  Gao, Wan-Ling;  Luo, Chun-Jie
收藏  |  浏览/下载:41/0  |  提交时间:2020/12/10
Big Data system  spatio-temporal correlation  rule-based diagnosis  machine learning  
SkeletonNet: A Hybrid Network With a Skeleton-Embedding Process for Multi-View Image Representation Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 11, 页码: 2916-2929
作者:  Yang, Shijie;  Li, Liang;  Wang, Shuhui;  Zhang, Weigang;  Huang, Qingming;  Tian, Qi
收藏  |  浏览/下载:51/0  |  提交时间:2020/12/10
Semantics  Correlation  Visualization  Skeleton  Matrix decomposition  Kernel  Laplace equations  Unsupervised multi-view subspace learning  semantic inconsistency  tensor factorization  deep auto-encoders  
Deep Supervised Hashing for Fast Image Retrieval 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2019, 卷号: 127, 期号: 9, 页码: 1217-1234
作者:  Liu, Haomiao;  Wang, Ruiping;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载:74/0  |  提交时间:2019/12/10
Image retrieval  Hashing  Convolutional network  Contrastive loss  Triplet ranking loss  
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:  Wu, Yiling;  Wang, Shuhui;  Song, Guoli;  Huang, Qingming
收藏  |  浏览/下载:253/0  |  提交时间:2019/08/16
Cross-modal retrieval  asymmetric metric  online learning  multi-layer aggregation  
Multi-Aspect Embedding for Attribute-Aware Trajectories 期刊论文
SYMMETRY-BASEL, 2019, 卷号: 11, 期号: 9, 页码: 17
作者:  Boonchoo, Thapana;  Ao, Xiang;  He, Qing
收藏  |  浏览/下载:73/0  |  提交时间:2019/12/10
trajectory similarity computation  multi-aspect embedding  representation learning  
MS/MS Spectrum Prediction for Modified Peptides Using pDeep2 Trained by Transfer Learning 期刊论文
ANALYTICAL CHEMISTRY, 2019, 卷号: 91, 期号: 15, 页码: 9724-9731
作者:  Zeng, Wen-Feng;  Zhou, Xie-Xuan;  Zhou, Wen-Jing;  Chi, Hao;  Zhan, Jianfeng;  He, Si-Min
收藏  |  浏览/下载:77/0  |  提交时间:2019/12/10
An automatic short-answer grading model for semi-open-ended questions 期刊论文
INTERACTIVE LEARNING ENVIRONMENTS, 2019, 页码: 14
作者:  Zhang, Lishan;  Huang, Yuwei;  Yang, Xi;  Yu, Shengquan;  Zhuang, Fuzhen
收藏  |  浏览/下载:84/0  |  提交时间:2019/12/10
Machine learning  short-answer grading  text analysis  classification  auto-grading  
pNovo 3: precise de novo peptide sequencing using a learning-to-rank framework 期刊论文
BIOINFORMATICS, 2019, 卷号: 35, 期号: 14, 页码: I183-I190
作者:  Yang, Hao;  Chi, Hao;  Zeng, Wen-Feng;  Zhou, Wen-Jing;  He, Si-Min
收藏  |  浏览/下载:71/0  |  提交时间:2019/12/10
DIFFUSE: predicting isoform functions from sequences and expression profiles via deep learning 期刊论文
BIOINFORMATICS, 2019, 卷号: 35, 期号: 14, 页码: I284-I294
作者:  Chen, Hao;  Shaw, Dipan;  Zeng, Jianyang;  Bu, Dongbo;  Jiang, Tao
收藏  |  浏览/下载:79/0  |  提交时间:2019/12/10