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Exploring Schizophrenia Classification Through Multimodal MRI and Deep Graph Neural Networks: Unveiling Brain Region-Specific Weight Discrepancies and Their Association With Cell-Type Specific Transcriptomic Features
期刊论文
SCHIZOPHRENIA BULLETIN, 2024, 页码: 19
作者:
Gao, Jingjing
;
Qian, Maomin
;
Wang, Zhengning
;
Li, Yanling
;
Luo, Na
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2024/07/03
schizophrenia identification
multimodal MRI
deep graph neural networks
image marker
gene analysis
Multimodal Biometric Fusion Algorithm Based on Ranking Partition Collision Theory
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 884-896
作者:
Zhuorong Li
;
Yunqi Tang
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  |  
浏览/下载:2/0
  |  
提交时间:2024/04/23
Image processing, convolutional neural network, multimodal, biometrics, fusion
Cross-modal Contrastive Learning for Generalizable and Efficient Image-text Retrieval
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 569-582
作者:
Haoyu Lu
;
Yuqi Huo
;
Mingyu Ding
;
Nanyi Fei
;
Zhiwu Lu
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  |  
浏览/下载:0/0
  |  
提交时间:2024/04/23
Image-text retrieval, multimodal modeling, contrastive learning, weak correlation, computer vision
Cross-modal Contrastive Learning for Generalizable and Efficient Image-text Retrieval
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 569-582
作者:
Haoyu Lu
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/08/02
Image-text retrieval, multimodal modeling, contrastive learning, weak correlation, computer vision
Multimodal Biometric Fusion Algorithm Based on Ranking Partition Collision Theory
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 884-896
作者:
Zhuorong Li, Yunqi Tang
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  |  
浏览/下载:2/0
  |  
提交时间:2023/11/23
Image processing, convolutional neural network, multimodal, biometrics, fusion
Polarized Image Translation From Nonpolarized Cameras for Multimodal Face Anti-Spoofing
期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2023, 卷号: 18, 页码: 5651-5664
作者:
Tian, Yu
;
Huang, Yalin
;
Zhang, Kunbo
;
Liu, Yue
;
Sun, Zhenan
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  |  
浏览/下载:7/0
  |  
提交时间:2023/11/16
Face recognition
Faces
Feature extraction
Imaging
Three-dimensional displays
Robustness
Costs
Face antispoofing
image translation
polarization
multimodal
Efficient Token-Guided Image-Text Retrieval With Consistent Multimodal Contrastive Training
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 3622-3633
作者:
Liu, Chong
;
Zhang, Yuqi
;
Wang, Hongsong
;
Chen, Weihua
;
Wang, Fan
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  |  
浏览/下载:7/0
  |  
提交时间:2023/11/17
Index Terms-Image-text retrieval
multimodal transformer
multimodal contrastive training
Multimodal Image Aesthetic Prediction with Missing Modality
期刊论文
MATHEMATICS, 2022, 卷号: 10, 期号: 13
作者:
Zhang, Xiaodan
;
Song, Qiao
;
Liu, Gang
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  |  
浏览/下载:25/0
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提交时间:2022/08/25
image aesthetic quality assessment
multimodal learning
missing multimodal data
transformer
Richer fusion network for breast cancer classification based on multimodal data
期刊论文
BMC Medical Informatics and Decision Making, 2021, 卷号: 21, 期号: Suppl 1
作者:
Yan,Rui
;
Zhang,Fa
;
Rao,Xiaosong
;
Lv,Zhilong
;
Li,Jintao
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  |  
浏览/下载:14/0
  |  
提交时间:2021/12/01
Pathological image
Electronic medical record
Multimodal fusion
Breast cancer classification
Convolutional neural network
Vision-to-Language Tasks Based on Attributes and Attention Mechanism
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 2, 页码: 913-926
作者:
Li, Xuelong
;
Yuan, Aihong
;
Lu, Xiaoqiang
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  |  
浏览/下载:32/0
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提交时间:2021/02/22
Deep learning
image captioning
multimodal
visual question answering (VQA)
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