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Towards Corruption-Agnostic Robust Domain Adaptation 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2022, 卷号: 18, 期号: 4, 页码: 16
Authors:  Xu, Yifan;  Sheng, Kekai;  Dong, Weiming;  Wu, Baoyuan;  Xu, Changsheng;  Hu, Bao-Gang
Adobe PDF(2116Kb)  |  Favorite  |  View/Download：130/16  |  Submit date：2022/06/10
Domain adaptation  corruption robustness  transfer learning  
A Comparative Study of CNN- and Transformer-Based Visual Style Transfer 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2022, 卷号: 37, 期号: 3, 页码: 601-614
Authors:  Wei, Hua-Peng;  Deng, Ying-Ying;  Tang, Fan;  Pan, Xing-Jia;  Dong, Wei-Ming
Favorite  |  View/Download：48/0  |  Submit date：2022/07/25
transformer  convolution neural network  visual style transfer  comparative study  
Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer 会议论文
, Online, 2022-3-1
Authors:  Xu, Yifan;  Zhang, Zhijie;  Zhang, Mengdan;  Sheng, Kekai;  Li, Ke;  Dong, Weiming;  Zhang, Liqing;  Xu, Changsheng;  Sun, Xing
Adobe PDF(636Kb)  |  Favorite  |  View/Download：50/5  |  Submit date：2022/06/14
StyTr2: Image Style Transfer with Transformers 会议论文
, New Orleans, Louisiana, 2022-6
Authors:  Deng, Yingying;  Tang, Fan;  Dong, Weiming;  Ma, Chongyang;  Pan, Xingjia;  Wang, Lei;  Xu, Changsheng
Adobe PDF(10025Kb)  |  Favorite  |  View/Download：59/2  |  Submit date：2022/06/14
Non-dominated sorting based multi-page photo collage 期刊论文
Computational Visual Media, 2021, 卷号: 8, 期号: 2
Authors:  Song,Yu;  Tang,Fan;  Dong,Weiming;  Xu,Changsheng
Favorite  |  View/Download：53/0  |  Submit date：2021/12/28
multi-page photo collage  balance-aware measurements  non-dominated sorting  genetic algorithm  
Transformers in computational visual media: A survey 期刊论文
Computational Visual Media, 2021, 卷号: 8, 期号: 1, 页码: 33-62
Authors:  Xu,Yifan;  Wei,Huapeng;  Lin,Minxuan;  Deng,Yingying;  Sheng,Kekai;  Zhang,Mengdan;  Tang,Fan;  Dong,Weiming;  Huang,Feiyue;  Xu,Changsheng
Adobe PDF(5366Kb)  |  Favorite  |  View/Download：65/2  |  Submit date：2021/12/28
visual transformer  computational visual media (CVM)  high-level vision  low-level vision  image generation  multi-modal learning  
Text Style Transfer With Decorative Elements 会议论文
International Conference on Multimedia Information Processing and Retrieval, Tokyo, Japan, September 10, 2021
Authors:  Yuting,Ma;  Fan,Tang;  Weiming,Dong;  Changsheng,Xu
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text style transfer, decorative elements extraction, decoration recomposition  
MRDDANet: A Multiscale Residual Dense Dual Attention Network for SAR Image Denoising 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 页码: 13
Authors:  Liu, Shuaiqi;  Lei, Yu;  Zhang, Luyao;  Li, Bing;  Hu, Weiming;  Zhang, Yu-Dong
Favorite  |  View/Download：57/0  |  Submit date：2022/01/27
Noise reduction  Radar polarimetry  Feature extraction  Speckle  Transforms  Synthetic aperture radar  Image denoising  Dual attention network  feature extraction  multiscale  synthetic aperture radar (SAR) image denoising  
Incremental Concept Learning via Online Generative Memory Recall 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 3206-3216
Authors:  Li, Huaiyu;  Dong, Weiming;  Hu, Bao-Gang
Favorite  |  View/Download：78/0  |  Submit date：2021/08/15
Task analysis  Learning systems  Neural networks  Feature extraction  Visualization  Knowledge engineering  Training  Catastrophic forgetting  continual learning  generative adversarial networks (GANs)  
SiamCPN: Visual tracking with the Siamese center-prediction network 期刊论文
COMPUTATIONAL VISUAL MEDIA, 2021, 卷号: 7, 期号: 2, 页码: 253-265
Authors:  Chen, Dong;  Tang, Fan;  Dong, Weiming;  Yao, Hanxing;  Xu, Changsheng
Favorite  |  View/Download：84/0  |  Submit date：2021/06/15
Siamese network  single object tracking  anchor-free  center point detection