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Knowledge-driven Egocentric Multimodal Activity Recognition 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2020, 卷号: 16, 期号: 4, 页码: 21
Authors:  Huang, Yi;  Yang, Xiaoshan;  Gao, Junyu;  Sang, Jitao;  Xu, Changsheng
Favorite  |  View/Download:10/0  |  Submit date:2021/03/08
Egocentric videos  wearable sensors  graph neural networks  
Cross-domain personalized image captioning 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2020, 卷号: 79, 期号: 45-46, 页码: 33333-33348
Authors:  Long, Cuirong;  Yang, Xiaoshan;  Xu, Changsheng
Favorite  |  View/Download:4/0  |  Submit date:2021/03/02
Personalization  Image captioning  Domain adaptation  
Discriminative multimodal embedding for event classification 期刊论文
NEUROCOMPUTING, 2020, 卷号: 395, 页码: 160-169
Authors:  Qi, Fan;  Yang, Xiaoshan;  Zhang, Tianzhu;  Xu, Changsheng
Favorite  |  View/Download:42/0  |  Submit date:2020/06/22
Social media  Event classification  Multimodal embedding  
Time-Guided High-Order Attention Model of Longitudinal Heterogeneous Healthcare Data 会议论文
, Cuvu, Yanuca Island, Fiji, 2019-8-26至2019-8-30
Authors:  Huang, Yi;  Yang, Xiaoshan;  Xu, Changsheng
View  |  Adobe PDF(502Kb)  |  Favorite  |  View/Download:58/12  |  Submit date:2020/06/11
Image Captioning by Asking Questions 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2019, 卷号: 15, 期号: 2, 页码: 19
Authors:  Yang, Xiaoshan;  XU, Changsheng
Favorite  |  View/Download:77/0  |  Submit date:2019/12/16
Image captioning  visual question answering  attention networks  
A Unified Framework for Multimodal Domain Adaptation 会议论文
, Seoul, Republic of Korea, October 22–26, 2018
Authors:  Qi,Fan;  Yang,Xiaoshan;  Xu,Changsheng
View  |  Adobe PDF(3378Kb)  |  Favorite  |  View/Download:452/266  |  Submit date:2018/10/10
Three-Dimensional Attention-Based Deep Ranking Model for Video Highlight Detection 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 10, 页码: 2693-2705
Authors:  Jiao,Yifan;  Li,Zhetao;  Huang,Shucheng;  Yang,Xiaoshan;  Liu,Bin;  Zhang,Tianzhu
View  |  Adobe PDF(4692Kb)  |  Favorite  |  View/Download:262/108  |  Submit date:2018/10/10
Video Highlight Detection  Attention Model  Deep Ranking  
Text2Video: An End-to-end Learning Framework for Expressing Text With Videos 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 9, 页码: 2360-2370
Authors:  Yang, Xiaoshan;  Zhang, Tianzhu;  Xu, Changsheng
View  |  Adobe PDF(2281Kb)  |  Favorite  |  View/Download:258/64  |  Submit date:2018/02/07
Multimedia Storytelling  Video Analysis  Deep Learning  
Deep-Structured Event Modeling for User-Generated Photos 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 8, 页码: 2100-2113
Authors:  Yang, Xiaoshan;  Zhang, Tianzhu;  Xu, Changsheng
Favorite  |  View/Download:58/0  |  Submit date:2019/12/16
Event analysis  unusual event detection  deep learning  
P2T: Part-to-Target Tracking via Deep Regression Learning 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 6, 页码: 3074-3086
Authors:  Gao, Junyu;  Zhang, Tianzhu;  Yang, Xiaoshan;  Xu, Changsheng
View  |  Adobe PDF(5803Kb)  |  Favorite  |  View/Download:205/80  |  Submit date:2018/10/10
Visual Tracking  Deep Learning  Part-based Tracker