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Robust multi-view subspace clustering with missing data by aligning nonlinear manifolds
期刊论文
PATTERN RECOGNITION, 2025, 卷号: 161
作者:
Mao, Zhan-Wang
;
Sun, Lu
;
Wu, Youlong
Adobe PDF(1513Kb)
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收藏
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浏览/下载:140/3
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提交时间:2025/01/10
Adversarial machine learning
Contrastive Learning
Data assimilation
Spatio-temporal data
High-dimensional
Higher-dimensional
Incomplete view
Missing data
Multi-view learning
Multi-views
Multiple views
Nonlinear manifolds
Subspace clustering
IRUM: An Image Representation and Unified Learning Method for Breast Cancer Diagnosis from Multi-View Ultrasound Images
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Marrakesh, Morocco, October 6, 2024 - October 6, 2024
作者:
Chen, Haoyuan
;
Li, Yonghao
;
Zhang, Jiadong
;
Xu, Qi
;
Li, Meiyu
收藏
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浏览/下载:250/0
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提交时间:2024/11/29
Contrastive Learning
Lung cancer
Medical imaging
Ultrasonic imaging
Breast Cancer
Breast cancer diagnosis
Breast ultrasound imaging
Clinical settings
Consistency learning
Image representations
Learning methods
Multi-view diagnose
Multi-views
Ultrasound images
Self-learning Canonical Space for Multi-view 3D Human Pose Estimation
预印本
2024
作者:
Li, Xiaoben
;
Meng, Mancheng
;
Wu, Ziyan
;
Chen, Terrence
;
Yang, Fan
Adobe PDF(11366Kb)
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收藏
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浏览/下载:198/1
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提交时间:2024/05/15
Human Pose Estimation
Multi-view
Self-learning
Fast metric multi-view hashing for multimedia retrieval
期刊论文
INFORMATION FUSION, 2024, 卷号: 103
作者:
Zhu, Jian
;
Hu, Pengbo
;
Li, Bingqian
;
Zhou, Yi
Adobe PDF(850Kb)
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收藏
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浏览/下载:304/0
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提交时间:2024/01/19
Benchmarking
Deep metric learning
Heterogeneous data
Loss functions
Metric information
Metric learning
Multi-modal
Multi-modal hash
Multi-view hash
Multi-views
Multimedia Retrieval
scICML: Information-Theoretic Co-Clustering-Based Multi-View Learning for the Integrative Analysis of Single-Cell Multi-Omics Data
期刊论文
IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2024, 卷号: 21, 期号: 1, 页码: 200-207
作者:
Zeng, Pengcheng
;
Lin, Zhixiang
Adobe PDF(1032Kb)
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收藏
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浏览/下载:282/42
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提交时间:2024/03/08
Clustering
multi-view learning
single-cell multi-omics integration
Bioinformatics
Cytology
Data integration
Gene expression
Information analysis
Information theory
Pattern matching
'omics'
Clusterings
Genes expression
Genomics
Multi-view learning
Mutual informations
Optimisations
Pattern-matching
Single cells
Single-cell multi-omic integration
Incomplete Multi-view Weak-Label Learning with Noisy Features and Imbalanced Labels
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Jakarta, Indonesia, November 15, 2023 - November 19, 2023
作者:
Li, Zhiwei
;
Yang, Zijian
;
Sun, Lu
;
Kudo, Mineichi
;
Kimura, Keigo
Adobe PDF(737Kb)
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收藏
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浏览/下载:384/63
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提交时间:2024/01/19
Embeddings
Focal loss
Hilbert-schmidt independence criterions
Modern applications
Multi-label learning
Multi-view multi-label learning
Multi-views
Multiple labels
Weak labels
Weakly supervised learning
Transferring Adult-like Phase Images for Robust Multi-view Isointense Infant Brain Segmentation
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Huabing Liu
;
Jiawei Huang
;
Dengqiang Jia
;
Qian Wang
;
Jun Xu
Adobe PDF(2029Kb)
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收藏
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浏览/下载:155/2
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提交时间:2024/07/22
Feature extraction
Image enhancement
Image segmentation
Magnetic resonance imaging
Medical imaging
Tissue
Accuracy
Adult-like phase image
Adversarial networks
Anatomy
Brain segmentation
Disentangled cycle-consistent adversarial network
Features extraction
Images segmentations
Isointense infant brain segmentation
Multi-view learning
Phase image
DebSDF: Delving into the Details and Bias of Neural Indoor Scene Reconstruction
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: PP, 期号: 99, 页码: 1-17
作者:
Xiao, Yuting
;
Xu, Jingwei
;
Yu, Zehao
;
Gao, Shenghua
Adobe PDF(7316Kb)
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收藏
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浏览/下载:224/3
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提交时间:2024/07/05
Image reconstruction
Importance sampling
Surface reconstruction
Three dimensional displays
Volume rendering
Bias-aware SDF to density transformation
Images reconstruction
Implicit representation
Indoor scene reconstruction
Multi-view reconstruction
Optimisations
Rendering (computer graphic)
Scene reconstruction
Surfaces reconstruction
Three-dimensional display
Uncertainty
Uncertainty learning
OccluBEV: Occlusion Aware Spatiotemporal Modeling for Multi-view 3D Object Detection
会议论文
MM 2023 - PROCEEDINGS OF THE 31ST ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA, Ottawa, ON, Canada, October 29, 2023 - November 3, 2023
作者:
Wen, Ziteng
;
Xu, Hai
;
Liu, Chenyu
;
Guo, Tao
;
Hu, Jinshui
Adobe PDF(5277Kb)
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收藏
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浏览/下载:295/0
|
提交时间:2024/01/19
Birds
Image segmentation
Learning systems
Object detection
Statistical tests
Stereo image processing
3D object
3D perception
Autonomous driving
Bird's eye view
Multi-views
Obejct detection
Objects detection
Spatio-temporal models
View-based
Visual perception
EgoFish3D: Egocentric 3D Pose Estimation from a Fisheye Camera via Self-Supervised Learning
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 卷号: 25, 页码: 1-12
作者:
Liu, Yuxuan
;
Yang, Jianxin
;
Gu, Xiao
;
Chen, Yijun
;
Guo, Yao
Adobe PDF(16958Kb)
|
收藏
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浏览/下载:217/0
|
提交时间:2023/03/10
Benchmarking
Cameras
Computer vision
Data handling
Three dimensional displays
3D human pose estimation
Annotation
Egocentric vision
Multi-view constraint
Multi-views
Pose-estimation
Self-supervised learning
Synthetic data
Three-dimensional display
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