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Cost-Effective Label-free Node Classification with LLMs
会议论文
SIGIR 2025
作者:
Zhang, Taiyan
;
Yang, Renchi
;
Yan, Mingyu
;
Ye, Xiaochun
;
Fan, Dongrui
Adobe PDF(1156Kb)
|
收藏
|
浏览/下载：13/3
|
提交时间：2025/03/19
Graph Neural Network
Label-free Node
Large Language Models
Classification
Progressive self-supervised learning: A pre-training method for crowd counting
期刊论文
PATTERN RECOGNITION LETTERS, 2025, 卷号: 188, 页码: 148-154
作者:
Gu, Yao
;
Zheng, Zhe
;
Wu, Yingna
;
Xie, Guangping
;
Ni, Na
Adobe PDF(2000Kb)
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收藏
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浏览/下载：105/2
|
提交时间：2025/02/12
Adversarial machine learning
Contrastive Learning
Federated learning
Crowd counting
Dataset construction
Feature representation
Images classification
Learning methods
Learning process
Modeling performance
Pre-training
Supervised learning approaches
Training methods
Whole slide cervical cancer classification via graph attention networks and contrastive learning
期刊论文
NEUROCOMPUTING, 2025, 卷号: 613
作者:
Fei, Manman
;
Zhang, Xin
;
Chen, Dongdong
Adobe PDF(5797Kb)
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收藏
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浏览/下载：352/4
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提交时间：2024/11/08
Lung cancer
Automatic diagnosis
Cancer classification
Cervical cancers
Cervical cells
Contextual information
Graph attention network
Images classification
Supervised contrastive learning
Whole slide image classification
Whole slide images
Clinical knowledge-guided hybrid classification network for automatic periodontal disease diagnosis in X-ray image
期刊论文
MEDICAL IMAGE ANALYSIS, 2025, 卷号: 99
作者:
Mei, Lanzhuju
;
Deng, Ke
;
Cui, Zhiming
;
Fang, Yu
;
Li, Yuan
Adobe PDF(1824Kb)
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收藏
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浏览/下载：251/12
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提交时间：2024/11/29
Image annotation
X ray radiography
Bone loss
Classification networks
Clinical knowledge
Disease classification
Disease diagnosis
Hybrid classification
Noisy-OR gate
Paranocmic X-ray image
Periodontal disease
X-ray image
Task-aware Attentional Dynamic Alignment for Few-Shot Compressed Video Classification
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2025, 卷号: PP, 期号: 99
作者:
Wenyang Luo
;
Yufan Liu
;
Bing Li
;
Weiming Hu
;
Stephen Maybank
Adobe PDF(9318Kb)
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收藏
|
浏览/下载：12/1
|
提交时间：2025/03/03
Embeddings
Footage counters
Gluing
Image compression
Video recording
Compressed domain
Compressed video
Dynamic alignment
Embeddings
Few-shot learning
Novel task
Shot video classifications
Task-aware
Temporal ordering
Video classification
Adaptive Separately Constrained Triplet Loss (A-SCTL) for High-Performance Triplet Networks
期刊论文
IEEE TRANSACTIONS ON NANOTECHNOLOGY, 2025, 卷号: 24
作者:
Wang, Ziheng
;
Niknia, Farzad
;
Liu, Shanshan
Adobe PDF(1283Kb)
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收藏
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浏览/下载：5/1
|
提交时间：2025/04/14
Training
Face recognition
Measurement
Accuracy
Hardware
Adaptive systems
Convergence
Data models
Adaptation models
Testing
Deep metric learning classification
face recognition
loss function
triplet networks
Cost-Effective Label-free Node Classification with LLMs
预印本
2024
作者:
Zhang, Taiyan
;
Yang, Renchi
;
Yan, Mingyu
;
Ye, Xiaochun
;
Fan, Dongrui
Adobe PDF(1156Kb)
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收藏
|
浏览/下载：14/1
|
提交时间：2025/02/12
Graph Neural Network
Label-free Node
Large Language Models
Classification
Classification of coal gangue and identification of coal type based on first-derivative of mid-infrared spectrum
期刊论文
INFRARED PHYSICS & TECHNOLOGY, 2024, 卷号: 142
作者:
Li, Zekun
;
Xie, Leiying
;
Ji, Ruonan
;
Chen, Yuanping
Adobe PDF(2765Kb)
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收藏
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浏览/下载：182/1
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提交时间：2024/09/30
Mid-infrared spectroscopy
Coal and gangue classification
Coal sorting/coal type identification
First derivative spectrum
Task-Oriented Over-the-Air Computation for Edge-Device Co-Inference With Balanced Classification Accuracy
期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 卷号: 73, 期号: 11, 页码: 1-6
作者:
Xiang Jiao
Adobe PDF(405Kb)
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浏览/下载：390/67
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提交时间：2024/07/08
Feature extraction
Task analysis
Accuracy
Vectors
Servers
Noise
Data mining
Task-oriented communications
over-the-air computation
balanced classification accuracy
Distillation of multi-class cervical lesion cell detection via synthesis-aided pre-training and patch-level feature alignment
期刊论文
NEURAL NETWORKS, 2024, 卷号: 178
作者:
Fei, Manman
;
Shen, Zhenrong
;
Song, Zhiyun
;
Wang, Xin
;
Cao, Maosong
Adobe PDF(3396Kb)
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收藏
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浏览/下载：291/8
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提交时间：2024/06/07
Cells
Classification (of information)
Cytology
Distillation
Feature extraction
Image processing
Network architecture
Automated detection
Cell detection
Cervical lesion cell detection
Cervical lesions
Detection networks
Feature alignment
Images synthesis
Knowledge distillation
Pre-training
Training model
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