CASIA OpenIR
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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:126/16  |  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:46/0  |  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:48/5  |  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:58/2  |  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:52/0  |  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:63/2  |  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
Adobe PDF(8683Kb)  |  Favorite  |  View/Download:142/20  |  Submit date:2021/06/17
text style transfer, decorative elements extraction, decoration recomposition  
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:76/0  |  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:82/0  |  Submit date:2021/06/15
Siamese network  single object tracking  anchor-free  center point detection  
Destylization of Text with Decorative Elements 会议论文
Proceedings of the 2nd ACM International Conference on Multimedia in Asia, Singapore, 7-9 March
Authors:  Yuting,Ma;  Fan,Tang;  Weiming,Dong;  Changsheng,Xu
Adobe PDF(1306Kb)  |  Favorite  |  View/Download:91/8  |  Submit date:2021/06/17
Text destylization  Style transfer  Decorative elements