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Harmonized Multimodal Learning with Gaussian Process Latent Variable Models 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 3, 页码: 858-872
作者:  Song, Guoli;  Wang, Shuhui;  Huang, Qingming;  Tian, Qi
收藏  |  浏览/下载:37/0  |  提交时间:2021/12/01
Multimodal learning  Gaussian process  latent variable modeling  cross-modal retrieval  
Learning Feature Representation and Partial Correlation for Multimodal Multi-Label Data 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 1882-1894
作者:  Song, Guoli;  Wang, Shuhui;  Huang, Qingming;  Tian, Qi
收藏  |  浏览/下载:38/0  |  提交时间:2021/12/01
Semantics  Correlation  Task analysis  Data models  Learning systems  Kernel  Deep learning  Cross-modal retrieval  correlation learning  feature learning  partial correlation  
Online Fast Adaptive Low-Rank Similarity Learning for Cross-Modal Retrieval 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 5, 页码: 1310-1322
作者:  Wu, Yiling;  Wang, Shuhui;  Huang, Qingming
收藏  |  浏览/下载:65/0  |  提交时间:2020/12/10
Semantics  Correlation  Training  Data models  Visualization  Adaptation models  Fasteners  Cross-modality learning  similarity function learning  online learning  low-rank matrix  
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  
Cross-Modality Bridging and Knowledge Transferring for Image Understanding 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 10, 页码: 2675-2685
作者:  Yan, Chenggang;  Li, Liang;  Zhang, Chunjie;  Liu, Bingtao;  Zhang, Yongdong;  Dai, Qionghai
收藏  |  浏览/下载:278/0  |  提交时间:2019/12/10
Object and scene recognition  image semantic search  cross-modality bridging  multi-task learning  knowledge transferring  
Instance-level object retrieval via deep region CNN 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2019, 卷号: 78, 期号: 10, 页码: 13247-13261
作者:  Mei, Shuhuan;  Min, Weiqing;  Duan, Hua;  Jiang, Shuqiang
收藏  |  浏览/下载:74/0  |  提交时间:2019/08/16
Faster R-CNN  Deep learning  Instance-level object retrieval  Instre  
A Hierarchical CNN-RNN Approach for Visual Emotion Classification 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2019, 卷号: 15, 期号: 3, 页码: 17
作者:  Li, Liang;  Zhu, Xinge;  Hao, Yiming;  Wang, Shuhui;  Gao, Xingyu;  Huang, Qingming
收藏  |  浏览/下载:36/0  |  提交时间:2020/12/10
Visual emotion recognition  multi-task learning  feature fusing  hierarchical CNN-RNN  stacked bi-directional RNN  
Semantic invariant cross-domain image generation with generative adversarial networks 期刊论文
NEUROCOMPUTING, 2018, 卷号: 293, 页码: 55-63
作者:  Mao, Xiaofeng;  Wang, Shuhui;  Zheng, Liying;  Huang, Qingming
收藏  |  浏览/下载:69/0  |  提交时间:2019/12/10
Generative adversarial networks  Image-to-image translation  Semantic invariance  
Multi-label classification by exploiting local positive and negative pairwise label correlation 期刊论文
NEUROCOMPUTING, 2017, 卷号: 257, 页码: 164-174
作者:  Huang, Jun;  Li, Guorong;  Wang, Shuhui;  Xue, Zhe;  Huang, Qingming
收藏  |  浏览/下载:50/0  |  提交时间:2019/12/12
Multi-label classification  k nearest neighbors  Local label correlation  Positive and negative label correlation  
Multimodal Similarity Gaussian Process Latent Variable Model 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 9, 页码: 4168-4181
作者:  Song, Guoli;  Wang, Shuhui;  Huang, Qingming;  Tian, Qi
收藏  |  浏览/下载:40/0  |  提交时间:2019/12/12
Multimodal learning  Gaussian processes  similarity preservation