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CASIA OpenIR
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Recovering Generalization via Pre-training-like Knowledge Distillation for Out-of-Distribution Visual Question Answering 期刊论文
IEEE Transactions on Multimedia, 2023, 页码: 1-15
作者:  Song, Yaguang;  Yang, Xiaoshan;  Wang, Yaowei;  Xu, Changsheng
Adobe PDF(2397Kb)  |  收藏  |  浏览/下载：152/41  |  提交时间：2023/06/12
Multi-modal Foundation Model  Out-of-Distribution Generalization  Visual Question Answering  Knowledge Distillation  
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：251/35  |  提交时间：2021/03/08
Person re-identification  representation learning  graph convolutional network  
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：268/61  |  提交时间：2020/12/21
object detection  large image  self-supervise  feature augmentation  
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：298/99  |  提交时间：2020/06/11
user modeling  sequential recommendation  self-attention  co-attention  meta-path  heterogenous information network  
Hierarchical Graph Semantic Pooling Network for Multi-modal Community Question Answer Matching 会议论文
, Nice, France, October 21 - 25, 2019
作者:  Jun Hu;  Shengsheng Qian;  Quan Fang;  Changsheng Xu
Adobe PDF(1404Kb)  |  收藏  |  浏览/下载：375/175  |  提交时间：2019/09/26
Deep Multi-Modality Adversarial Networks for Unsupervised Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 9, 页码: 2419-2431
作者:  Ma, Xinhong;  Zhang, Tianzhu;  Xu, Changsheng
Adobe PDF(2142Kb)  |  收藏  |  浏览/下载：307/40  |  提交时间：2019/12/16
Unsupervised domain adaptation  triplet loss  stacked attention  multi-modality  social event recognition  
MULTIMODAL LATENT FACTOR MODEL WITH LANGUAGE CONSTRAINT FOR PREDICATE DETECTION 会议论文
, 台湾台北, 2019-9-22
作者:  Ma, Xuan;  Bao, Bingkun;  Yao, Lingling;  Xu, Changsheng
Adobe PDF(468Kb)  |  收藏  |  浏览/下载：135/54  |  提交时间：2021/06/17
A Unified Framework for Multimodal Domain Adaptation 会议论文
, Seoul, Republic of Korea, October 22–26, 2018
作者:  Qi,Fan;  Yang,Xiaoshan;  Xu,Changsheng
Adobe PDF(3378Kb)  |  收藏  |  浏览/下载：713/335  |  提交时间：2018/10/10
Attentive Interactive Convolutional Matching for Community Question Answering in Social Multimedia 会议论文
, Seoul, Republic of Korea, October 22-26, 2018
作者:  Jun Hu;  Shengsheng Qian;  Quan Fang;  Changsheng Xu
Adobe PDF(2921Kb)  |  收藏  |  浏览/下载：247/81  |  提交时间：2019/09/26
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
作者:  Yang, Xiaoshan;  Zhang, Tianzhu;  Xu, Changsheng
Adobe PDF(2281Kb)  |  收藏  |  浏览/下载：485/137  |  提交时间：2018/02/07
Multimedia Storytelling  Video Analysis  Deep Learning