中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
自动化研究所 [79]
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期刊论文 [148]
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UEPA-GAN: An Unsupervised Framework for Daily Precipitation Downscaling
期刊论文
OAI收割
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2026, 卷号: 23, 页码: 1501605
作者:
Mo, Jinlin
;
Zhang, Xun
;
Wang, Fang
;
Liu, Yu
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2026/03/16
Precipitation
Generators
Image reconstruction
Training
Spatial resolution
Climate
Computer architecture
Generative adversarial networks
Data models
Artificial intelligence
Extreme precipitation attention (EPA)
GAN
physical constraint
precipitation downscaling
unsupervised
GSM: Global Semantic Memory
期刊论文
OAI收割
PATTERN RECOGNITION, 2026, 卷号: 169, 页码: 16
作者:
Li, Jiahao
;
Chen, Yiqiang
;
Xing, Yunbing
;
Gu, Yang
;
Lan, Xiangyuan
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收藏
  |  
浏览/下载:0/0
  |  
提交时间:2025/12/03
Anomaly detection
Unsupervised learning
Memory
Unsupervised Gaze Representation Learning by Switching Features
期刊论文
OAI收割
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2026, 卷号: 48, 期号: 1, 页码: 62-78
作者:
Sun, Yunjia
;
Zeng, Jiabei
;
Shan, Shiguang
;
Chen, Xilin
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2026/05/25
Estimation
Faces
Three-dimensional displays
Switches
Training
Feature extraction
Cameras
Representation learning
Convolutional neural networks
Unsupervised learning
Gaze estimation
unsupervised learning
self-supervised learning
representation learning
feature disentanglement
Breaking the limitations of scenes and sensors variability: A novel unsupervised domain adaptive instance segmentation framework for agricultural field extraction
期刊论文
OAI收割
REMOTE SENSING OF ENVIRONMENT, 2025, 卷号: 331, 页码: 115051
作者:
Wei, Ren
;
Yang, Lin
;
Li, Xiang
;
Zhu, Chenxu
;
Zhang, Lei
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2025/11/17
Agricultural field parcel extraction
Unsupervised domain adaptation
Instance segmentation
Image adaptation
Instance adaptation
Consistency mutual learning
SSC-PPI: A Subspace Structure Consistency-Based Method for Protein-Protein Interactions Prediction
期刊论文
OAI收割
IEEE TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2025, 卷号: 22, 期号: 6, 页码: 2477-2490
作者:
Ma, Ziping
;
Min, Weiqing
;
Zhang, Huanpu
;
Huang, Yulei
;
Jiang, Shuqiang
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2026/05/25
Proteins
Feature extraction
Drugs
Diseases
Amino acids
Accuracy
Predictive models
Dimensionality reduction
Data mining
Databases
Protein-protein interactions
dimension reduction
unsupervised feature selection
latent representation learning
An unsupervised bridge defect identification method based on multiscale masks and global awareness
期刊论文
OAI收割
CONSTRUCTION AND BUILDING MATERIALS, 2025, 卷号: 497, 页码: 143903
作者:
Wang, Yong
;
He, Zhenglong
;
Cen, Zongxi
;
Zeng, Juncheng
;
Cheng, Xinyi
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2025/11/17
Unsupervised deep learning
Bridge defects
Image segmentation
Multiscale masks
Global awareness
Structural mechanism of glass transition uncovered by unsupervised machine learning
期刊论文
OAI收割
ACTA MATERIALIA, 2024, 卷号: 281, 页码: 11
作者:
Yang ZY(杨增宇)
;
Miao, Qing
;
Dan, JiaKun
;
Liu, MingTao
;
Wang YJ(王云江)
  |  
收藏
  |  
浏览/下载:79/0
  |  
提交时间:2024/11/01
Glass transition
Unsupervised machine learning
Structural origin
Superfast atoms
Identifying payable cluster distributions for improved reservoir characterization: a robust unsupervised ML strategy for rock typing of depositional facies in heterogeneous rocks
期刊论文
OAI收割
GEOMECHANICS AND GEOPHYSICS FOR GEO-ENERGY AND GEO-RESOURCES, 2024, 卷号: 10, 期号: 1, 页码: 22
作者:
Ashraf, Umar
;
Anees, Aqsa
;
Zhang, Hucai
;
Ali, Muhammad
;
Thanh, Hung Vo
  |  
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2025/06/27
Unsupervised ML algorithms
SOM
K-means clustering
Payable clusters distribution
DBSCAN
SHAP
Prototype learning for adversarial domain adaptation
期刊论文
OAI收割
PATTERN RECOGNITION, 2024, 卷号: 155, 页码: 12
作者:
Fang, Yuchun
;
Chen, Chen
;
Zhang, Wei
;
Wu, Jiahua
;
Zhang, Zhaoxiang
  |  
收藏
  |  
浏览/下载:71/0
  |  
提交时间:2024/09/09
Domain adaptation
Transfer learning
Unsupervised learning
Deep learning
Learning Domain Invariant Features for Unsupervised Indoor Depth Estimation Adaptation
期刊论文
OAI收割
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2024, 卷号: 20, 期号: 9, 页码: 23
作者:
Zhang, Jiehua
;
Li, Liang
;
Yan, Chenggang
;
Wang, Zhan
;
Xu, Changliang
  |  
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2024/12/06
Indoor depth estimation
unsupervised learning
transfer learning
domain adaptation