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CASIA OpenIR
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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
作者:  Huang, Yi;  Yang, Xiaoshan;  Gao, Junyu;  Sang, Jitao;  Xu, Changsheng
Adobe PDF(1875Kb)  |  收藏  |  浏览/下载：429/69  |  提交时间：2021/03/08
Egocentric videos  wearable sensors  graph neural networks  
Part-based Structured Representation Learning for Person Re-identification 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2020, 卷号: 16, 期号: 4, 页码: 22
作者:  Li, Yaoyu;  Yao, Hantao;  Zhang, Tianzhu;  Xu, Changsheng
Adobe PDF(19052Kb)  |  收藏  |  浏览/下载：325/48  |  提交时间：2021/03/08
Person re-identification  representation learning  graph convolutional network  
Multi-Level Correlation Adversarial Hashing for Cross-Modal Retrieval 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 12, 页码: 3101-3114
作者:  Ma, Xinhong;  Zhang, Tianzhu;  Xu, Changsheng
Adobe PDF(4322Kb)  |  收藏  |  浏览/下载：351/67  |  提交时间：2021/03/01
Semantics  Correlation  Aircraft propulsion  Deep learning  Bridges  Aircraft  Task analysis  Cross-modal retrieval  adversarial hashing  multi-level correlation  
Knowledge-aware Attentive Wasserstein Adversarial Dialogue Response Generation 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2020, 卷号: 11, 期号: 4, 页码: 20
作者:  Zhang, Yingying;  Fang, Quan;  Qian, Shengsheng;  Xu, Changsheng
Adobe PDF(1626Kb)  |  收藏  |  浏览/下载：357/67  |  提交时间：2021/01/06
Dialogue system  co-attention  adversarial learning  external knowledge  
Self-Supervised Feature Augmentation for Large Image Object Detection 期刊论文
IEEE Transactions on Image Processing, 2020, 卷号: 29, 期号: 0, 页码: 6745-6758
作者:  Pan, Xingjia;  Tang, Fan;  Dong, Weiming;  Gu, Yang;  Song, Zhichao;  Meng, Yiping;  Xu, Pengfei;  Oliver, Deussen;  Xu, Changsheng
浏览  |  Adobe PDF(5411Kb)  |  收藏  |  浏览/下载：327/75  |  提交时间：2020/12/21
object detection  large image  self-supervise  feature augmentation  
Knowledge-Based Topic Model for Multi-Modal Social Event Analysis 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 8, 页码: 2098-2110
作者:  Xue, Feng;  Hong, Richang;  He, Xiangnan;  Wang, Jianwei;  Qian, Shengsheng;  Xu, Changsheng
收藏  |  浏览/下载：248/0  |  提交时间：2020/08/31
Analytical models  Knowledge based systems  Social networking (online)  Data mining  Data models  Internet  Knowledge engineering  Knowledge embedding  multi-modal  topic coherence  event classification  
A Unified Deep Model for Joint Facial Expression Recognition, Face Synthesis, and Face Alignment 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 6574-6589
作者:  Zhang, Feifei;  Zhang, Tianzhu;  Mao, Qirong;  Xu, Changsheng
收藏  |  浏览/下载：296/0  |  提交时间：2020/08/03
Face  Task analysis  Face recognition  Geometry  Feature extraction  Training  Generators  Facial expression recognition  facial image synthesis  generative adversarial network  facial landmarks  
Relative coordinates constraint for face alignment 期刊论文
NEUROCOMPUTING, 2020, 卷号: 395, 页码: 119-127
作者:  Nian, Fudong;  Li, Teng;  Bao, Bing-Kun;  Xu, Changsheng
收藏  |  浏览/下载：279/0  |  提交时间：2020/06/22
Face alignment  Relative coordinates constraint  CNN  Loss function design  
Meta-path Augmented Sequential Recommendation with Contextual Co-attention Network 期刊论文
ACM Transactions on Multimedia Computing, Communications, and Applications(TOMM), 2020, 卷号: 16, 期号: 2, 页码: 1-24
作者:  Huang, Xiaowen;  Qian, Shengsheng;  Fang, Quan;  Sang, Jitao;  Xu, Changsheng
浏览  |  Adobe PDF(2250Kb)  |  收藏  |  浏览/下载：364/118  |  提交时间：2020/06/11
user modeling  sequential recommendation  self-attention  co-attention  meta-path  heterogenous information network  
Geometry Guided Pose-Invariant Facial Expression Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 4445-4460
作者:  Zhang, Feifei;  Zhang, Tianzhu;  Mao, Qirong;  Xu, Changsheng
收藏  |  浏览/下载：277/0  |  提交时间：2020/06/02
Facial expression recognition  facial image synthesis  generative adversarial network  facial landmarks