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Discriminative-Guided Diffusion-Based Self-supervised Monocular Depth Estimation
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Urumqi, China, October 18, 2024 - October 20, 2024
作者:
Liu, Runze
;
Zhang, Guanghui
;
Zhu, Dongchen
;
Wang, Lei
;
Zhang, Xiaolin
收藏
|
浏览/下载:180/0
|
提交时间:2024/12/13
Generative adversarial networks
Image denoising
Semi-supervised learning
Critical tasks
Depth Estimation
Diffusion model
Discriminative networks
Estimation algorithm
High-accuracy
Modeling approach
Monocular depth estimation
Photometrics
Real-world scenario
Rethinking Fetal Brain Atlas Construction: A Deep Learning Perspective
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:
Zhang, Kai
;
Huang, Shijie
;
Zhu, Fangmei
;
Ding, Zhongxiang
;
Chen, Geng
收藏
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浏览/下载:205/0
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提交时间:2024/11/29
Brain
Contrastive Learning
Deep learning
Image registration
Medical imaging
Atlas construction
Brain atlas
Deep learning
Feature space
Fetal brain
Geometric information
Learn+
Learning methods
Learning-based approach
Minimums distance
A Label Disambiguation-Based Multimodal Massive Multiple Instance Learning Approach for Immune Repertoire Classification
会议论文
PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Vancouver, BC, Canada, February 20, 2024 - February 27, 2024
作者:
Xu, Fan
;
Zhao, Yu
;
Wu, Bingzhe
;
Huang, Yueshan
;
Ren, Qin
Adobe PDF(1229Kb)
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收藏
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浏览/下载:376/58
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提交时间:2024/04/26
Artificial intelligence
Learning systems
Computational burden
Computational costs
Fusion modules
Immune receptors
Learning approach
Learning problem
Multi-modal
Multi-modal fusion
Multiple-instance learning
Time points
sTBI-GAN: An adversarial learning approach for data synthesis on traumatic brain segmentation
期刊论文
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2024, 卷号: 112
作者:
Zhao, Xiangyu
;
Zang, Di
;
Wang, Sheng
;
Shen, Zhenrong
;
Xuan, Kai
Adobe PDF(3067Kb)
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收藏
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浏览/下载:292/4
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提交时间:2024/02/23
Brain
Image enhancement
Image segmentation
Magnetic resonance
Magnetic resonance imaging
Medical imaging
Metadata
Adversarial learning
Brain segmentation
Data augmentation
Data synthesis
Image Inpainting
Images synthesis
Inpainting
Learning approach
Medical image synthesis
Traumatic Brain Injuries
Forecasting interval-valued returns of crude oil: A novel kernel-based approach
期刊论文
JOURNAL OF FORECASTING, 2024, 卷号: 43, 期号: 8, 页码: 2937-2953
作者:
Yang, Kun
;
Xu, Xueqing
;
Wei, Yunjie
;
Wang, Shouyang
Adobe PDF(2309Kb)
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收藏
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浏览/下载:281/1
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提交时间:2024/06/21
Covariance matrix
Crude oil
Machine learning
Parameter estimation
Forecasting interval
High volatility
Interval-valued
Interval-valued time series
Kernel based approach
Kernel function
Multilayers perceptrons
Neural-networks
Random interval
Times series
P$2$OT: PROGRESSIVE PARTIAL OPTIMAL TRANSPORT FOR DEEP IMBALANCED CLUSTERING
会议论文
12TH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS, ICLR 2024, Hybrid, Vienna, Austria, May 7, 2024 - May 11, 2024
作者:
Zhang, Chuyu
;
Ren, Hui
;
He, Xuming
Adobe PDF(1521Kb)
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收藏
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浏览/下载:225/3
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提交时间:2024/08/23
Deep learning
Semantics
Clusterings
Imbalance distributions
Label information
Labelings
Learn+
Learning-based approach
Optimal transport
Practical problems
Semantic clustering
Transport problems
Federated Edge Learning with Differential Privacy: An Active Reconfigurable Intelligent Surface Approach
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: PP, 期号: 99, 页码: 17368-17383
作者:
Yuanming Shi
;
Yuhan Yang
;
Youlong Wu
Adobe PDF(5788Kb)
|
收藏
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浏览/下载:192/1
|
提交时间:2024/09/18
Active learning
Adversarial machine learning
Contrastive Learning
Differential privacy
Active reconfigurable intelligent surface
Differential privacies
Federated edge learning
Learning paradigms
Machine-learning
Over the airs
Over-the-air computation
Privacy concerns
Reconfigurable
Surface approach
Deep learning assisted far-field multi-beam pointing measurement
期刊论文
OPTICAL ENGINEERING, 2023, 卷号: 62, 期号: 8
作者:
Li, Xunzheng
;
Peng, Chun
;
Liang, Xiaoyan
Adobe PDF(1408Kb)
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收藏
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浏览/下载:464/171
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提交时间:2023/10/13
Deep learning
High power lasers
Beam pointing
Beam pointing errors
Coherent beam combinations
Coherent beam combining
Combining systems
Deep learning
Far-field
Learning approach
Multi-beam pointing
Multibeams
Mine local homogeneous representation by interaction information clustering with unsupervised learning in histopathology images
期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2023, 卷号: 235
作者:
Ke, Jing
;
Shen, Yiqing
;
Lu, Yizhou
;
Guo, Yi
;
Shen, Dinggang
Adobe PDF(4449Kb)
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收藏
|
浏览/下载:479/0
|
提交时间:2023/04/21
Classification (of information)
Deep learning
Diagnosis
Random processes
Clusterings
Conditional random field
Data driven
High quality
Histopathology
Information clustering
Interaction information
Learning approach
Quality training
Random fields
Self-Supervised Point Cloud Completion on Real Traffic Scenes Via Scene-Concerned Bottom-Up Mechanism
会议论文
PROCEEDINGS - IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, Taipei, Taiwan, July 18, 2022 - July 22, 2022
作者:
Yiming Ren
;
Peishan Cong
;
Xinge Zhu
;
Yuexin Ma
Adobe PDF(4897Kb)
|
收藏
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浏览/下载:694/224
|
提交时间:2022/09/30
Computer vision
Deep learning
Large dataset
'current
3-d scans
Bottom up
Learning-based approach
Partial geometry
Point-clouds
Real traffic
Self occlusion
Sensor resolution
Traffic scene
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