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Variational Nested Dropout

  • Published:2023-08 Issue:8 Volume:45 Page:10519-10534
  • ISSN:0162-8828
  • Container-title:IEEE Transactions on Pattern Analysis and Machine Intelligence
  • language:
  • Short-container-title:IEEE Trans. Pattern Anal. Mach. Intell.

Author:

Cui Yufei1ORCID,Mao Yu2,Liu Ziquan2ORCID,Li Qiao3ORCID,Chan Antoni B.2ORCID,Liu Xue1ORCID,Kuo Tei-Wei4,Xue Chun Jason2ORCID

Affiliation:

1. School of Computer Science, McGill University, Montreal, QC, Canada

2. Department of Computer Science, City University of Hong Kong, Hong Kong

3. School of Informatics, Xiamen University, Xiamen, Fujian, China

4. Department of Computer Science and Information Engineering, National Taiwan University, Taipei City, Taiwan

Funder

National Natural Science Foundation of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Applied Mathematics,Artificial Intelligence,Computational Theory and Mathematics,Computer Vision and Pattern Recognition,Software

Reference64 articles.

1. Learning disentangled joint continuous and discrete representations;dupont;Proc Int Conf Neural Inf Process,2018

2. EfficientNet: Rethinking model scaling for convolutional neural networks;tan,2019

3. Accelerating Monte Carlo Bayesian Prediction via Approximating Predictive Uncertainty Over the Simplex

4. Energy statistics: A class of statistics based on distances

5. Uncertainty in deep learning;gal,2016

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