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Efficient multimodal transformer with dual-level feature restoration for robust multimodal sentiment analysis 期刊论文
IEEE Transactions on Affective Computing, 2023, 卷号: 15, 期号: 1, 页码: 1-17
作者:  Licai Sun;  Zheng Lian;  Bin Liu;  Jianhua Tao
Adobe PDF(2371Kb)  |  收藏  |  浏览/下载：47/15  |  提交时间：2024/05/31
Transformers  Robustness  Semantics  Data models  Computational modeling  Videos  Training  Multimodal sentiment analysis  unaligned and incomplete data  efficient multimodal Transformer  dual-level feature restoration  robustness  
General vs. Long-Tailed Age Estimation: An Approach to Kill Two Birds With One Stone 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 6155-6167
作者:  Bao, Zenghao;  Tan, Zichang;  Li, Jun;  Wan, Jun;  Ma, Xibo;  Lei, Zhen
Adobe PDF(1634Kb)  |  收藏  |  浏览/下载：49/1  |  提交时间：2024/02/22
General age estimation  long-tailed age estimation  class-wise mean absolute error  
GAN-Based Facial Attribute Manipulation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 12, 页码: 14590-14610
作者:  Liu, Yunfan;  Li, Qi;  Deng, Qiyao;  Sun, Zhenan;  Yang, Ming-Hsuan
Adobe PDF(15297Kb)  |  收藏  |  浏览/下载：88/23  |  提交时间：2024/02/22
Generative adversarial networks  image translation  facial attribute manipulation  
Skeleton-aware Implicit Function for Single-view Human Reconstruction 期刊论文
CAAI Transactions on Intelligence Technology, 2023, 页码: 379-389
作者:  Pengpeng Liu;  Guixuan Zhang;  Shuwu Zhang;  Yuanhao Li;  Zhi Zeng
Adobe PDF(1470Kb)  |  收藏  |  浏览/下载：156/38  |  提交时间：2024/01/12
Body Pose, Human Reconstruction, Implicit Function, Parametric Body Model, Single-view  
FM-ViT: Flexible Modal Vision Transformers for Face Anti-Spoofing 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2023, 卷号: 18, 页码: 4775-4786
作者:  Liu, Ajian;  Tan, Zichang;  Yu, Zitong;  Zhao, Chenxu;  Wan, Jun;  Liang, Yanyan;  Lei, Zhen;  Zhang, Du;  Li, Stan Z.;  Guo, Guodong
Adobe PDF(10966Kb)  |  收藏  |  浏览/下载：172/1  |  提交时间：2023/11/17
Face anti-spoofing  flexible-modal testing  vision transformer  mutual-attention  fusion-attention  
ScoreMix: A Scalable Augmentation Strategy for Training GANs With Limited Data 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 7, 页码: 8920-8935
作者:  Cao, Jie;  Luo, Mandi;  Yu, Junchi;  Yang, Ming-Hsuan;  He, Ran
Adobe PDF(1823Kb)  |  收藏  |  浏览/下载：120/5  |  提交时间：2023/11/17
Generative adversarial networks  image synthesis  data augmentation  few-shot image-to-image translation  
A Unified Multimodal De- and Re-Coupling Framework for RGB-D Motion Recognition 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 10, 页码: 11428-11442
作者:  Zhou, Benjia;  Wang, Pichao;  Wan, Jun;  Liang, Yanyan;  Wang, Fan
Adobe PDF(6364Kb)  |  收藏  |  浏览/下载：181/2  |  提交时间：2023/11/16
Spatiotemporal phenomena  Representation learning  Training  Optimization  Task analysis  Three-dimensional displays  Solid modeling  Complement feature  late fusion  motion recognition  RGB-D  video augmentation  
Generating Emotion Descriptions for Fine Art Paintings via Multiple Painting Representations 期刊论文
IEEE Intelligent Systems, 2023, 卷号: 38, 期号: 3, 页码: 31-40
作者:  Lu, Yue;  Guo, Chao;  Dai, Xingyuan;  Wang, Fei-Yue
Adobe PDF(1045Kb)  |  收藏  |  浏览/下载：124/15  |  提交时间：2023/06/25
painting captioning  
Towards Spatially Disentangled Manipulation of Face Images With Pre-Trained StyleGANs 期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2023, 卷号: 33, 期号: 4, 页码: 1725-1739
作者:  Yunfan Liu;  Qi Li;  Qiyao Deng;  Zhenan Sun
Adobe PDF(10050Kb)  |  收藏  |  浏览/下载：117/37  |  提交时间：2023/06/20
Divergence-Driven Consistency Training for Semi-Supervised Facial Age Estimation 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2023, 卷号: 18, 页码: 221-232
作者:  Bao, Zenghao;  Tan, Zichang;  Wan, Jun;  Ma, Xibo;  Guo, Guodong;  Lei, Zhen
Adobe PDF(2674Kb)  |  收藏  |  浏览/下载：247/2  |  提交时间：2023/02/22
Facial age estimation  semi-supervised  efficient sample selection  identity consistency