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An attention-based hybrid deep learning framework integrating brain connectivity and activity of resting-state functional MRI data 期刊论文
Medical Image Analysis, 2022, 页码: 102413
作者:  Miin Zhao;  Weizheng Yan;  Na Luo;  Dongmei Zhi;  Zening Fu;  Yuhui Du;  Shan Yu;  Tianzi Jiang;  Vince D. Calhoun;  Jing Sui
Adobe PDF(3010Kb)  |  收藏  |  浏览/下载:46/20  |  提交时间:2024/06/17
A deep learning-based computational prediction model for characterizing cellular biomarker distribution in tumor microenvironment 期刊论文
SPIE, 2022, 卷号: 12039, 页码: 1605-7422
作者:  Zhengyao Peng;  Chang Bian;  Yang Du;  Jie Tian
Adobe PDF(572Kb)  |  收藏  |  浏览/下载:46/20  |  提交时间:2024/05/28
Sensitive and quantitative in vivo analysis of PD‑L1 using magnetic particle imaging and imaging‑guided immunotherapy 期刊论文
European Journal of Nuclear Medicine and Molecular Imaging, 2022, 卷号: 50, 页码: 1291-1305
作者:  Zhengyao Peng;  Chang Lu;  Guangyuan Shi;  Lin Yin;  Xiaolong Liang;  Guosheng Song;  Jie Tian;  Yang Du
Adobe PDF(4924Kb)  |  收藏  |  浏览/下载:50/19  |  提交时间:2024/05/28
基于自注意力模态融合网络的跨模态行人再识别方法研究 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 6, 页码: 1457-1468
作者:  杜鹏;  宋永红;  张鑫瑶
Adobe PDF(14206Kb)  |  收藏  |  浏览/下载:13/3  |  提交时间:2024/05/20
跨模态行人再识别  自注意力  跨模态融合  CycleGAN  
Exploring the Brain-like Properties of Deep Neural Networks: A Neural Encoding Perspective 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 439-455
作者:  Qiongyi Zhou;  Changde Du;  Huiguang He
Adobe PDF(7698Kb)  |  收藏  |  浏览/下载:50/9  |  提交时间:2024/04/23
Convolutional neural network (CNN)  vision transformer (ViT)  multi-modal networks  spatial-temporal networks  visual neural encoding  brain-like neural networks  
IMPROVING CROSS-MODAL UNDERSTANDING IN VISUAL DIALOG VIA CONTRASTIVE LEARNING 会议论文
, Singapore, 2022.5
作者:  Feilong Chen;  Duzhen Zhang;  Xiuyi Chen;  Jing Shi;  Shuang Xu;  Bo Xu
Adobe PDF(9035Kb)  |  收藏  |  浏览/下载:235/99  |  提交时间:2023/06/07
Unsupervised and Pseudo-Supervised Vision-Language Alignment in Visual Dialog 会议论文
, Lisboa, Portugal, October 10–14, 2022
作者:  Feilong Chen;  Duzhen Zhang;  Xiuyi Chen;  Jing Shi;  Shang Xu;  Bo Xu
Adobe PDF(9035Kb)  |  收藏  |  浏览/下载:276/154  |  提交时间:2023/06/05
FrameNet: Tabular Image Preprocessing Based on UNet and Adaptive Correction 会议论文
Image Analysis and Processing–ICIAP 2022: 21st International Conference, Lecce, Italy, May 23–27, 2022
作者:  Wang YF(王宇飞);  Du C(杜臣);  Xiao BH(肖柏华)
Adobe PDF(466Kb)  |  收藏  |  浏览/下载:176/40  |  提交时间:2023/05/31
Computer vision, Deep learning, Image rectification  
VigilanceNet: Decouple Intra- and Inter-Modality Learning for Multimodal Vigilance Estimation in RSVP-Based BCI 会议论文
, Lisboa, Portugal, 2022-10-10
作者:  Cheng XY(程昕钰);  Wei W(魏玮);  Du CD(杜长德);  Qiu S(邱爽);  Tian SL(田三力);  Ma XJ(马小军);  He HG(何晖光)
Adobe PDF(2488Kb)  |  收藏  |  浏览/下载:232/60  |  提交时间:2023/05/31
Vigilance Estimation  Multimodal  EEG  EOG  Rapid Serial Visual Presentation  
Graph Emotion Decoding from Visually Evoked Neural Responses 会议论文
, Singapore, 2022/9/18
作者:  Huang ZY(黄中昱);  Du CD(杜长德);  Wang YH;  He HG(何晖光)
Adobe PDF(656Kb)  |  收藏  |  浏览/下载:183/63  |  提交时间:2023/05/05