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Learning Scene-Aware Spatio-Temporal GNNs for Few-Shot Early Action Prediction 期刊论文
IEEE Transactions on Multimedia, 2022, 页码: 1-14
作者:  Hu, Yufan;  Gao, Junyu;  Xu, Changsheng
收藏  |  浏览/下载：38/0  |  提交时间：2023/04/25
Learning Hierarchical Video Graph Networks for One-Stop Video Delivery 期刊论文
ACM Transactions on Multimedia Computing, Communications, and Applications, 2022, 卷号: 18, 期号: 1, 页码: 1-23
作者:  Song, Yaguang;  Gao, Junyu;  Yang, Xiaoshan;  Xu, Changsheng
Adobe PDF(7608Kb)  |  收藏  |  浏览/下载：194/63  |  提交时间：2023/04/25
Cross modal  video retrieval  deep learning  graph neural networks  
Many Hands Make Light Work: Transferring Knowledge from Auxiliary Tasks for Video-Text Retrieval 期刊论文
IEEE Transactions on Multimedia, 2022, 页码: 1-15
作者:  Wang, Wei;  Gao, Junyu;  Yang, Xiaoshan;  Xu, Changsheng
Adobe PDF(3679Kb)  |  收藏  |  浏览/下载：152/35  |  提交时间：2023/04/25
Learning Dual-Routing Capsule Graph Neural Network for Few-shot Video Classification 期刊论文
IEEE Transactions on Multimedia, 2022, 页码: 1-13
作者:  Feng, Yangbo;  Gao, Junyu;  Xu, Changsheng
收藏  |  浏览/下载：31/0  |  提交时间：2023/04/25
Weakly-Supervised Video Object Grounding Via Learning Uni-Modal Associations 期刊论文
IEEE Transactions on Multimedia, 2022, 卷号: 25, 页码: 1-12
作者:  Wang, Wei;  Gao, Junyu;  Xu, Changsheng
Adobe PDF(5406Kb)  |  收藏  |  浏览/下载：150/45  |  提交时间：2023/04/25
Visualization  Grounding  Task analysis  Prototypes  Annotations  Uncertainty  Proposals  Cross-modal retrieval  weakly-supervised learning  video object grounding  uni-modal association  
Compact Representation and Reliable Classification Learning for Point-Level Weakly-Supervised Action Localization 期刊论文
IEEE Transactions on Image Processing, 2022, 卷号: 31, 页码: 7363 - 7377
作者:  Fu, Jie;  Gao, Junyu;  Xu, Changsheng
收藏  |  浏览/下载：54/0  |  提交时间：2023/04/25
Incremental Translation Averaging 期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2022, 卷号: 32, 期号: 11, 页码: 7783-7795
作者:  Gao, Xiang;  Zhu, Lingjie;  Fan, Bin;  Liu, Hongmin;  Shen, Shuhan
收藏  |  浏览/下载：243/0  |  提交时间：2022/12/27
Translation averaging  Incremental estimation  Accuracy and robustness  Simplicity and efficiency  
Recent Advances in Conventional and Deep Learning-Based Depth Completion: A Survey 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2022, 页码: 1-21
作者:  Xie, Zexiao;  Yu, Xiaoxuan;  Gao, Xiang;  Li, Kunqian;  Shen, Shuhan
收藏  |  浏览/下载：239/0  |  提交时间：2022/11/14
Data fusion  Deep learning  Depth completion  Loss function  RGB-D and LiDAR data  
Learning adversarial point-wise domain alignment for stereo matching 期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 564-574
作者:  Zhang, Chenghao;  Meng, Gaofeng;  Xu, Richard Yi Da;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(3885Kb)  |  收藏  |  浏览/下载：394/61  |  提交时间：2022/09/19
Stereo Matching  Domain adaptation  Point-wise linear transformation  Adversarial learning  
Learning Semantic-Aware Spatial-Temporal Attention for Interpretable Action Recognition 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 卷号: 32, 期号: 8, 页码: 5213-5224
作者:  Fu, Jie;  Gao, Junyu;  Xu, Changsheng
收藏  |  浏览/下载：394/0  |  提交时间：2022/09/19
Visualization  Semantics  Task analysis  Three-dimensional displays  Feature extraction  Solid modeling  Predictive models  Semantic-aware  spatial-temporal attention  interpretable  action recognition