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CASIA OpenIR

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A novel transformer autoencoder for multi-modal emotion recognition with incomplete data 期刊论文
NEURAL NETWORKS, 2024, 卷号: 172, 页码: 12
作者:  Cheng, Cheng;  Liu, Wenzhe;  Fan, Zhaoxin;  Feng, Lin;  Jia, Ziyu
收藏  |  浏览/下载：26/0  |  提交时间：2024/03/27
Multi-modal signals  Emotion recognition  Incomplete data  Transformer autoencoder  Convolutional encoder  
Reparameterizing and dynamically quantizing image features for image generation 期刊论文
PATTERN RECOGNITION, 2024, 卷号: 146, 页码: 11
作者:  Sun, Mingzhen;  Wang, Weining;  Zhu, Xinxin;  Liu, Jing
Adobe PDF(3612Kb)  |  收藏  |  浏览/下载：94/8  |  提交时间：2023/12/21
Vector quantization  Variational auto-encoder  Unconditional image generation  Text-to-image generation  Autoregressive generation  
DERnet: a deep neural network for end-to-end reconstruction in magnetic particle imaging 期刊论文
PHYSICS IN MEDICINE AND BIOLOGY, 2024, 卷号: 69, 期号: 1, 页码: 15
作者:  Peng, Zhengyao;  Yin, Lin;  Sun, Zewen;  Liang, Qian;  Ma, Xiaopeng;  An, Yu;  Tian, Jie;  Du, Yang
收藏  |  浏览/下载：48/0  |  提交时间：2024/02/22
magnetic particle imaging  end-to-end reconstruction  deep learning  image reconstruction  
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：33/10  |  提交时间：2024/02/22
Generative adversarial networks  image translation  facial attribute manipulation  
FedBrain: A robust multi-site brain network analysis framework based on federated learning for brain disease diagnosis 期刊论文
NEUROCOMPUTING, 2023, 卷号: 559, 页码: 13
作者:  Zhang, Chang;  Meng, Xiangzhu;  Liu, Qiang;  Wu, Shu;  Wang, Liang;  Ning, Huansheng
收藏  |  浏览/下载：85/0  |  提交时间：2023/11/16
Functional magnetic resonance image  Brain network  Federated learning  Deep neural networks  Brain disease diagnosis  
Deep representation learning for domain generalization with information bottleneck principle 期刊论文
PATTERN RECOGNITION, 2023, 卷号: 143, 页码: 12
作者:  Zhang, Jiao;  Zhang, Xu-Yao;  Wang, Chuang;  Liu, Cheng-Lin
收藏  |  浏览/下载：87/0  |  提交时间：2023/11/17
Domain generalization  Information bottleneck  Representation learning  
Multi-modal fusion for robust hand gesture recognition based on heterogeneous networks 期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2023, 页码: 12
作者:  Zou, Yongxiang;  Cheng, Long;  Han, Lijun;  Li, Zhengwei
收藏  |  浏览/下载：68/0  |  提交时间：2023/11/16
leap motion  sEMG  multi-modal  graph neural network  hand gesture recognition  
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
收藏  |  浏览/下载：128/0  |  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  
ProxyMix: Proxy-based Mixup training with label refinery for source-free domain adaptation 期刊论文
NEURAL NETWORKS, 2023, 卷号: 167, 页码: 92-103
作者:  Ding, Yuhe;  Sheng, Lijun;  Liang, Jian;  Zheng, Aihua;  He, Ran
收藏  |  浏览/下载：52/0  |  提交时间：2023/11/16
Source-free unsupervised domain  adaptation  Pseudo labeling  
RFMNet: Robust Deep Functional Maps for unsupervised non-rigid shape correspondence 期刊论文
GRAPHICAL MODELS, 2023, 卷号: 129, 页码: 11
作者:  Hu, Ling;  Li, Qinsong;  Liu, Shengjun;  Yan, Dong-Ming;  Xu, Haojun;  Liu, Xinru
收藏  |  浏览/下载：44/0  |  提交时间：2023/11/17
Shape correspondence  Functional maps  Unsupervised learning  Optimal transport