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Revisiting Confidence Estimation: Towards Reliable Failure Prediction
期刊论文
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
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浏览/下载:0/0
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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
Prior-guided individualized thalamic parcellation based on local diffusion characteristics
期刊论文
HUMAN BRAIN MAPPING, 2024, 卷号: 45, 期号: 4, 页码: 15
作者:
Gao, Chaohong
;
Wu, Xia
;
Wang, Yaping
;
Li, Gang
;
Ma, Liang
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浏览/下载:0/0
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提交时间:2024/05/30
diffusion MRI
individualized brain mapping
machine learning
orientation distribution function
thalamic parcellation
A cross-modal clinical prediction system for intensive care unit patient outcome
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2024, 卷号: 283, 页码: 16
作者:
Sun, Mengxuan
;
Yang, Xuebing
;
Niu, Jinghao
;
Gu, Yifan
;
Wang, Chutong
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  |  
浏览/下载:6/0
  |  
提交时间:2024/02/21
Electronic health records
Clinical outcome prediction
Patient representation
Cross-modal contrastive learning
A Knowledge-enhanced Two-stage Generative Framework for Medical Dialogue Information Extraction
期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 153-168
作者:
Zefa Hu
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  |  
浏览/下载:2/0
  |  
提交时间:2024/01/25
Medical dialogue understanding, information extraction, text generation, knowledge-enhanced prompt, low-resource setting, data augmentation
A Knowledge-enhanced Two-stage Generative Framework for Medical Dialogue Information Extraction
期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 153-168
作者:
Zefa Hu
;
Ziyi Ni
;
Jing Shi
;
Shuang Xu
;
Bo Xu
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浏览/下载:0/0
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提交时间:2024/04/23
Medical dialogue understanding, information extraction, text generation, knowledge-enhanced prompt, low-resource setting, data augmentation
An Empirical Study on Google Research Football Multi-agent Scenarios
期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 549-570
作者:
Yan Song
;
He Jiang
;
Zheng Tian
;
Haifeng Zhang
;
Yingping Zhang
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浏览/下载:1/0
  |  
提交时间:2024/05/23
Multi-agent reinforcement learning (RL), distributed RL system, population-based training, reward shaping, game theory
Vectorized Evidential Learning for Weakly-Supervised Temporal Action Localization
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 12, 页码: 15949-15963
作者:
Gao, Junyu
;
Chen, Mengyuan
;
Xu, Changsheng
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浏览/下载:0/0
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提交时间:2024/03/26
Uncertainty
Location awareness
Reliability
Videos
Noise measurement
Estimation
Deep learning
Weakly-supervised learning
temporal action localization
evidential deep learning
uncertainty estimation
Improved Quantum-Classical Treatment of N
2
-N
2
Inelastic Collisions: Effect of the Potentials and Complete Rate Coefficient Data Sets
期刊论文
JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2023, 卷号: 19, 期号: 23, 页码: 8557-8571
作者:
Hong QZ(洪启臻)
;
Storchi, Loriano
;
Sun QH(孙泉华)
;
Bartolomei, Massimiliano
;
Pirani, Fernando
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浏览/下载:3/0
  |  
提交时间:2024/01/22
Spatial pattern of marine oxygenation set by tectonic and ecological drivers over the Phanerozoic
期刊论文
NATURE GEOSCIENCE, 2023, 页码: 19
作者:
Wang, Xiangli
;
Algeo, Thomas J.
;
Li, Chao
;
Zhu, Maoyan
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  |  
浏览/下载:3/0
  |  
提交时间:2024/03/14
Super Sparse 3D Object Detection
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 10, 页码: 12490-12505
作者:
Fan, Lue
;
Yang, Yuxue
;
Wang, Feng
;
Wang, Naiyan
;
Zhang, Zhaoxiang
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  |  
浏览/下载:0/0
  |  
提交时间:2024/07/03
Feature extraction
Detectors
Point cloud compression
Three-dimensional displays
Proposals
Object detection
Laser radar
3D object detection
autonomous driving
instance segmentation
LiDAR
point clustering
sparse
temporal fusion
waymo open dataset
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