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Knowledge Commons of Institute of Automation,CAS
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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
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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)
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View/Download:234/36
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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
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View/Download:117/0
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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)
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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)
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View/Download:148/9
  |  
Submit date:2022/06/14