CASIA OpenIR
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I Know the Relationships: Zero-Shot Action Recognition via Two-Stream Graph Convolutional Networks and Knowledge Graphs 会议论文
, Hawaii, USA, 2019-1
Authors:  Gao, Junyu;  Zhang, Tianzhu;  Xu, Changsheng
View  |  Adobe PDF(742Kb)  |  Favorite  |  View/Download:27/6  |  Submit date:2020/06/11
Watch, Think and Attend: End-to-End Video Classification via Dynamic Knowledge Evolution Modeling 会议论文
, Seoul, Korea, 2018-10
Authors:  Gao, Junyu;  Zhang, Tianzhu;  Xu, Changsheng
View  |  Adobe PDF(3416Kb)  |  Favorite  |  View/Download:35/15  |  Submit date:2020/06/11
Learning Multimodal Taxonomy via Variational Deep Graph Embedding and Clustering 会议论文
, Seoul, Republic of Korea, October 22 - 26, 2018
Authors:  Huaiwen Zhang;  Quan Fang;  Shengsheng Qian;  Changsheng Xu
View  |  Adobe PDF(3204Kb)  |  Favorite  |  View/Download:88/32  |  Submit date:2019/09/26
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:419/261  |  Submit date:2018/10/10
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
View  |  Adobe PDF(1164Kb)  |  Favorite  |  View/Download:168/28  |  Submit date:2018/01/03
Event Analysis  Unusual Event Detection  Deep Learning  
Cross-Domain Collaborative Learning via Discriminative Non-parametric Bayesian Mode 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 8, 页码: 2086-2099
Authors:  Shengsheng Qian;  Tianzhu Zhang;  Changsheng Xu
View  |  Adobe PDF(1305Kb)  |  Favorite  |  View/Download:189/54  |  Submit date:2018/02/07
Social Media  discriminative non-parametric Bayesian model  multi-modality  
Learning Multi-task Correlation Particle Filters for Visual Tracking 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018, 期号: pp, 页码: 1-1
Authors:  Zhang, Tianzhu;  Xu, Changsheng;  Yang, Ming-Hsuan
View  |  Adobe PDF(21435Kb)  |  Favorite  |  View/Download:244/125  |  Submit date:2018/02/07
Visual Tracking  Correlation Filter  Structural Modeling  Particle Filter  
Online Multimodal Multiexpert Learning for Social Event Tracking 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 10, 页码: 2733-2748
Authors:  Shengsheng Qian;  Tianzhu Zhang;  Changsheng Xu
View  |  Adobe PDF(4742Kb)  |  Favorite  |  View/Download:81/26  |  Submit date:2019/09/25
Social Event Tracking  Topic Model  Social Media  Topic Evolution  Multimodality  
Multi-Modal Knowledge Representation Learning via Webly-Supervised Relationships Mining 会议论文
, Mountain View, CA, USA, 2017-10
Authors:  Fudong Nian (年福东);  Bing-Kun BAO;  Teng Li;  Changsheng Xu
View  |  Adobe PDF(7830Kb)  |  Favorite  |  View/Download:160/54  |  Submit date:2018/01/04
Discriminative Multimodal Embedding for Event Classication 期刊论文
Journal of Nerual Computing, 2017, 卷号: Volume, 期号: Issue, 页码: pp
Authors:  Qi,Fan;  Yang,Xiaoshan;  Zhang,Tianzhu;  Xu,Changsheng
View  |  Adobe PDF(4696Kb)  |  Favorite  |  View/Download:131/47  |  Submit date:2018/10/10
Event Classi cation  Multimodal Embedding