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Deep Neural Network Self-Distillation Exploiting Data Representation Invariance
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 1, 页码: 257-269
作者:
Xu, Ting-Bing
;
Liu, Cheng-Lin
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2022/02/16
Training
Nonlinear distortion
Data models
Neural networks
Knowledge engineering
Network architecture
Generalization error
network compression
representation invariance
self-distillation (SD)
A Gaussian Process Emulator Based Approach for Bayesian Calibration of a Functional Input
期刊论文
TECHNOMETRICS, 2021, 页码: 13
作者:
Li, Zhaohui
;
Tan, Matthias Hwai Yong
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2022/04/02
Bayesian calibration
Dimension reduction
Functional input
Sequential design
Multi-view RBM with posterior consistency and domain adaptation
期刊论文
INFORMATION SCIENCES, 2020, 卷号: 516, 页码: 142-157
作者:
Zhang, Nan
;
Ding, Shifei
;
Sun, Tongfeng
;
Liao, Hongmei
;
Wang, Lijuan
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  |  
浏览/下载:14/0
  |  
提交时间:2020/12/10
Restricted Boltzmann machines
Representational learning
Multi-view learning
Posterior consistency
Domain adaptation
Multimodal correlation deep belief networks for multi-view classification
期刊论文
APPLIED INTELLIGENCE, 2019, 卷号: 49, 期号: 5, 页码: 1925-1936
作者:
Liao, Hongmei
;
Jia, Weikuan
;
Zhang, Nan
;
Ding, Shifei
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  |  
浏览/下载:44/0
  |  
提交时间:2019/08/16
Restricted boltzmann machines
Deep belief networks
Multi-view learning
Canonical correlation analysis
Multimodal learning
Bayesian ROC curve estimation under binormality using an ordinal category likelihood
期刊论文
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2018, 卷号: 47, 页码: 4628-4640
作者:
Wang, Xiaoguang
;
Niu, Yi
;
Li, Xiaofang
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  |  
浏览/下载:5/0
  |  
提交时间:2019/12/02
Binormal model
Metropolis-Hastings algorithm
ordinal category likelihood
posterior consistency
ROC curve
physicalparameterestimationwithmcmcfromobservationsofvelax1
期刊论文
highpowerlaserscienceandengineering, 2018, 卷号: 6, 期号: 2
作者:
Zhang Lan
;
Wang Feilu
;
Xue Xiangxiang
;
Yuan Dawei
;
Wei Huigang
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  |  
浏览/下载:0/0
  |  
提交时间:2020/03/11
A case study of the consistency problem in the inverse estimation
期刊论文
ACTA OCEANOLOGICA SINICA, 2017, 卷号: 36, 期号: 9, 页码: 45-51
作者:
Wei Yanzhou
;
Kang Xianbiao
;
Pei Yuhua
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  |  
浏览/下载:24/0
  |  
提交时间:2018/01/11
Regularization
Consistency
Inverse Problems
Box Inverse Model
L-curve Method
Three-dimensional hemodynamics analysis of the circle of Willis in the patient-specific nonintegral arterial structures
期刊论文
Biomechanics and Modeling in Mechanobiology, 2016
作者:
Xin Liu
;
Zhifan Gao
;
Huahua Xiong
;
Dhanjoo Ghista
;
Lijie Ren
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  |  
浏览/下载:29/0
  |  
提交时间:2017/01/15
Bayesian Quantile Regression Based on the Empirical Likelihood with Spike and Slab Priors
其他
2016-01-01
Xi, Ruibin
;
Li, Yunxiao
;
Hu, Yiming
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  |  
浏览/下载:4/0
  |  
提交时间:2017/12/03
model selection
Gibbs sampler
oracle property
empirical process
consistency
VARIABLE SELECTION
CONFIDENCE-INTERVALS
DISTRIBUTIONS
CANALIZATION
MICRORNAS
Bayesian posterior contraction rates for linear severely ill-posed inverse problems
期刊论文
JOURNAL OF INVERSE AND ILL-POSED PROBLEMS, 2014, 卷号: 22, 期号: 3, 页码: 297-321
作者:
Agapiou, S
;
Stuart, AM
;
Zhang, YX
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  |  
浏览/下载:4/0
  |  
提交时间:2015/12/16
Gaussian prior
posterior consistency
rate of contraction
severely ill-posed problems
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