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
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自动化研究所 [8]
长春光学精密机械与物... [5]
计算技术研究所 [4]
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OAI收割 [19]
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期刊论文 [13]
会议论文 [6]
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2026 [2]
2024 [8]
2023 [2]
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2012 [2]
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Learning invariances via correlation and marginal alignments for out-of-distribution generalization
期刊论文
OAI收割
NEUROCOMPUTING, 2026, 卷号: 674, 页码: 11
作者:
Guo, Zong
;
Ma, Bingpeng
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2026/05/25
Out-of-distribution generalization
Spurious correlation
Invariant risk minimization
Correlation alignment
Marginal distribution alignment
Graph Out-of-Distribution Generalization Based on Structural-Entropy-Guided Information Bottleneck
期刊论文
OAI收割
ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, 2026, 卷号: 20, 期号: 1, 页码: 7
作者:
Di, Zijun
;
Zheng, Peng
;
Lu, Bin
;
Guan, Kai
;
Fu, Luoyi
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2026/03/16
Graph Out-of-Distribution Generalization
Structural Entropy
Graph Information Bottleneck
Graph Classification
Graph Out-of-Distribution Generalization With Controllable Data Augmentation
期刊论文
OAI收割
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 11, 页码: 6317-6329
作者:
Lu, Bin
;
Zhao, Ze
;
Gan, Xiaoying
;
Liang, Shiyu
;
Fu, Luoyi
  |  
收藏
  |  
浏览/下载:61/0
  |  
提交时间:2025/02/06
Out-of-distribution generalization
graph neural network
domain generalization
data augmentation
Out-of-distribution generalization
graph neural network
domain generalization
data augmentation
Revisiting Confidence Estimation: Towards Reliable Failure Prediction
期刊论文
OAI收割
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 5, 页码: 3370-3387
作者:
Zhu, Fei
;
Zhang, Xu-Yao
;
Cheng, Zhen
;
Liu, Cheng-Lin
  |  
收藏
  |  
浏览/下载:69/0
  |  
提交时间:2024/07/03
Confidence estimation
uncertainty quantification
failure prediction
misclassification detection
selective classification
out-of-distribution detection
confidence calibration
model reliability
trustworthy
flat minima
Dual Sampling Based Causal Intervention for Face Anti-Spoofing With Identity Debiasing
期刊论文
OAI收割
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2024, 卷号: 19, 页码: 851-862
作者:
Long, Xingming
;
Zhang, Jie
;
Wu, Shuzhe
;
Jin, Xin
;
Shan, Shiguang
  |  
收藏
  |  
浏览/下载:54/0
  |  
提交时间:2024/05/20
Causal intervention
backdoor adjustment
face anti-spoofing
out-of-distribution
AIROGS: Artificial Intelligence for Robust Glaucoma Screening Challenge
期刊论文
OAI收割
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: 43, 期号: 1, 页码: 542-557
作者:
de Vente, Coen
;
Vermeer, Koenraad A.
;
Jaccard, Nicolas
;
Wang, He
;
Sun, Hongyi
  |  
收藏
  |  
浏览/下载:57/0
  |  
提交时间:2024/05/20
Color fundus photography
glaucoma screening
out-of-distribution detection
retina
robustness
Unbiased Visual Question Answering by Leveraging Instrumental Variable
期刊论文
OAI收割
IEEE TRANSACTIONS ON MULTIMEDIA, 2024, 卷号: 26, 页码: 6648-6662
作者:
Pan, Yonghua
;
Liu, Jing
;
Jin, Lu
;
Li, Zechao
  |  
收藏
  |  
浏览/下载:53/0
  |  
提交时间:2024/07/22
Visualization
Correlation
Instruments
Training
Predictive models
Color
Generators
Visual question answering
instrumental variable
causal inference
out of distribution
Unified Classification and Rejection: A One-versus-all Framework
期刊论文
OAI收割
Machine Intelligence Research, 2024, 卷号: 21, 期号: 5, 页码: 870-887
作者:
Zhen Cheng
;
Xu-Yao Zhang
;
Cheng-Lin Liu
  |  
收藏
  |  
浏览/下载:45/0
  |  
提交时间:2024/09/12
Open set recognition
out-of-distribution detection
misclassification detection
convolutional prototype network
one versus-all
Dempster–Shafer theory of evidence
Rethinking Polyp Segmentation from An Out-of distribution Perspective
期刊论文
OAI收割
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 631-639
作者:
Ge-Peng Ji
;
Jing Zhang
;
Dylan Campbell
;
Huan Xiong
;
Nick Barnes
  |  
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2024/07/18
Polyp segmentation
anomaly segmentation
out-of-distribution segmentation
masked autoencoder
abdomen
Uncertainty-aware Deep Learning: A Promising Tool for Trustworthy Fault Diagnosis
期刊论文
OAI收割
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1317-1330
作者:
Jiaxin Ren
;
Jingcheng Wen
;
Zhibin Zhao
;
Ruqiang Yan
;
Xuefeng Chen
  |  
收藏
  |  
浏览/下载:73/0
  |  
提交时间:2024/05/22
Out-of-distribution detection
traceability analysis
trustworthy fault diagnosis
uncertainty quantification