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Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 9, 页码: 4616-4629
Authors:  Ma, Chengcheng;  Liu, Yang;  Deng, Jiankang;  Xie, Lingxi;  Dong, Weiming;  Xu, Changsheng
Favorite  |  View/Download：8/0  |  Submit date：2023/11/16
Vision-language model  prompt tuning  over-fitting  subspace learning  gradient projection  
PLDGAN: portrait line drawing generation with prior knowledge and conditioning target 期刊论文
VISUAL COMPUTER, 2023, 页码: 12
Authors:  Li, Sifei;  Wu, Fuzhang;  Fan, Yuqing;  Song, Xue;  Dong, Weiming
Favorite  |  View/Download：2/0  |  Submit date：2023/11/17
Portrait line drawings  Artistic stylization  Conditional generative adversarial networks  
Balance-Aware Grid Collage for Small Image Collections 期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2023, 卷号: 29, 期号: 2, 页码: 1330-1344
Authors:  Song, Yu;  Tang, Fan;  Dong, Weiming;  Huang, Feiyue;  Lee, Tong-Yee;  Xu, Changsheng
Favorite  |  View/Download：82/0  |  Submit date：2023/02/22
Grid collage  visual balance  reinforcement learning  
Exploring the Temporal Consistency of Arbitrary Style Transfer: A Channelwise Perspective 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 15
Authors:  Kong, Xiaoyu;  Deng, Yingying;  Tang, Fan;  Dong, Weiming;  Ma, Chongyang;  Chen, Yongyong;  He, Zhenyu;  Xu, Changsheng
Favorite  |  View/Download：56/0  |  Submit date：2023/03/20
Correlation  Task analysis  Optical imaging  Integrated optics  Lighting  Optical fiber networks  Image reconstruction  Arbitrary stylization  channel correlation  cross-domain  feature migration  
Circle-Net: An Unsupervised Lightweight-Attention Cyclic Network for Hyperspectral and Multispectral Image Fusion 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2023, 卷号: 16, 页码: 4499-4515
Authors:  Liu, Shuaiqi;  Miao, Siyu;  Liu, Siyuan;  Li, Bing;  Hu, Weiming;  Zhang, Yu-Dong
Favorite  |  View/Download：2/0  |  Submit date：2023/11/17
Attention mechanism  deep learning (DL)  hyperspectral images (HSIs)  image fusion  multispectral images (MSIs)  
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：234/36  |  Submit date：2022/06/10
Domain adaptation  corruption robustness  transfer learning  
3DCANN: A Spatio-Temporal Convolution Attention Neural Network for EEG Emotion Recognition 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2022, 卷号: 26, 期号: 11, 页码: 5321-5331
Authors:  Liu, Shuaiqi;  Wang, Xu;  Zhao, Ling;  Li, Bing;  Hu, Weiming;  Yu, Jie;  Zhang, Yu-Dong
Favorite  |  View/Download：93/0  |  Submit date：2023/03/20
Electroencephalography  Feature extraction  Emotion recognition  Convolution  Brain modeling  Deep learning  Neural networks  3D convolution attention neural network  dual attention learning  EEG emotion recognition  spatio-temporal feature  
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：117/0  |  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：126/21  |  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：148/9  |  Submit date：2022/06/14