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Structure-Aware Deep Learning for Product Image Classification 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2019, 卷号: 15, 期号: 1, 页码: 20
Authors:  Chen, Zhineng;  Al, Shanshan;  Jia, Caiyan
Favorite  |  View/Download:4/0  |  Submit date:2019/07/12
Image classification  category hierarchy  convolutional neural network  multi-class regression  multi-task learning  
A2CMHNE: Attention-Aware Collaborative Multimodal Heterogeneous Network Embedding 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2019, 卷号: 15, 期号: 2, 页码: 1-17
Authors:  Jun Hu;  Shengsheng Qian;  Quan Fang;  Xueliang Liu;  Changsheng Xu
View  |  Adobe PDF(4471Kb)  |  Favorite  |  View/Download:5/1  |  Submit date:2019/09/26
Network Embedding  Multimodal  Heterogeneous Network  
DeepSearch: A Fast Image Search Framework for Mobile Devices 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2018, 卷号: 14, 期号: 1, 页码: 6
Authors:  Wang, Peisong;  Hu, Qinghao;  Fang, Zhiwei;  Zhao, Chaoyang;  Cheng, Jian
View  |  Adobe PDF(1203Kb)  |  Favorite  |  View/Download:138/55  |  Submit date:2018/05/05
Convolutional Neural Networks  Acceleration  Image Retrieval  Tensor Decomposition  
A Unified Framework for Multi-Modal Isolated Gesture Recognition 期刊论文
ACM Transactions on Multimedia Computing, Communications, and Applications, ACM Transactions on Multimedia Computing, Communications, and Applications, 2017, 2017, 卷号: 9, 9, 期号: 4, 页码: 39:1-39:17, 39:1-39:17
Authors:  Jiali Duan;  Jun Wan;  Shuai Zhou;  Xiaoyuan Guo;  Stan Z. Li
View  |  Adobe PDF(6349Kb)  |  Favorite  |  View/Download:168/103  |  Submit date:2017/09/13
Multi-modal  Multi-modal  Consensus-voting  Consensus-voting  3d Convolution  3d Convolution  Isolated Gesture Recognition  Isolated Gesture Recognition  
A Unified Video Recommendation by Cross-Network User Modeling 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2016, 卷号: 12, 期号: 4, 页码: 1-24
Authors:  Yan, Ming;  Sang, Jitao;  Xu, Changsheng;  Hossain, M. Shamim
View  |  Adobe PDF(835Kb)  |  Favorite  |  View/Download:147/37  |  Submit date:2016/12/26
Algorithms  Experimentation  Performance  Personalized Video Recommendation  Cross-network Collaboration  User Modeling  
Semantic Feature Mining for Video Event Understanding 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2016, 卷号: 12, 期号: 4, 页码: 55:1-55:22
Authors:  Yang, Xiaoshan;  Zhang, Tianzhu;  Xu, Changsheng
View  |  Adobe PDF(910Kb)  |  Favorite  |  View/Download:118/23  |  Submit date:2016/12/26
Video Recognition  Event  
Cross-Platform Emerging Topic Detection and Elaboration from Multimedia Streams 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2015, 卷号: 11, 期号: 4
Authors:  Bao, Bing-Kun;  Xu, Changsheng;  Min, Weiqing;  Hossain, Mohammod Shamim
Adobe PDF(2157Kb)  |  Favorite  |  View/Download:92/15  |  Submit date:2015/09/17
Algorithms  Topic Detection  Cross-platform  Cross-media  Coclustering  
Boosted Multifeature Learning for Cross-Domain Transfer 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2015, 卷号: 11, 期号: 3, 页码: 35:1-18
Authors:  Yang, Xiaoshan;  Zhang, Tianzhu;  Xu, Changsheng;  Yang, Ming-Hsuan;  Xu CS(徐常胜)
View  |  Adobe PDF(1139Kb)  |  Favorite  |  View/Download:96/32  |  Submit date:2015/09/18
Algorithms  Experimentation  Performance  Domain Adaptation  Multifeature  Boosting  Denoising Auto-encoder  
Twitter is Faster: Personalized Time-Aware Video Recommendation from Twitter to YouTube 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2014, 卷号: 11, 期号: 2
Authors:  Deng, Zhengyu;  Yan, Ming;  Sang, Jitao;  Xu, Changsheng
Adobe PDF(1287Kb)  |  Favorite  |  View/Download:116/27  |  Submit date:2015/08/12
Algorithms  Experimentation  Performance  Short-term Interest  Personalization  Video Recommendation  Time-aware  Cross-platform  
Social Event Classification via Boosted Multimodal Supervised Latent Dirichlet Allocation 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2014, 卷号: 11, 期号: 2, 页码: 1-22
Authors:  Shengsheng Qian;  Tianzhu Zhang;  Changsheng Xu;  M. Shamim Hossain
View  |  Adobe PDF(6388Kb)  |  Favorite  |  View/Download:97/23  |  Submit date:2015/08/12
Algorithms  Experimentation  Performance  Social Event Classification  Multimodality  Supervised Lda  Adaboost  Social Media