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Stochastic Normalizations as Bayesian Learning

Stochastic Normalizations as Bayesian Learning

1 November 2018
Alexander Shekhovtsov
B. Flach
    UQCVBDL
ArXiv (abs)PDFHTML

Papers citing "Stochastic Normalizations as Bayesian Learning"

8 / 8 papers shown
Title
An Investigation of Batch Normalization in Off-Policy Actor-Critic Algorithms
An Investigation of Batch Normalization in Off-Policy Actor-Critic Algorithms
Li Wang
Sudun
X. Zhang
Wenjun Wu
Lei Huang
OffRL
144
0
0
28 Sep 2025
Understanding the Generalization Benefit of Normalization Layers:
  Sharpness Reduction
Understanding the Generalization Benefit of Normalization Layers: Sharpness ReductionNeural Information Processing Systems (NeurIPS), 2022
Kaifeng Lyu
Zhiyuan Li
Sanjeev Arora
FAtt
275
86
0
14 Jun 2022
Proxy-Normalizing Activations to Match Batch Normalization while
  Removing Batch Dependence
Proxy-Normalizing Activations to Match Batch Normalization while Removing Batch DependenceNeural Information Processing Systems (NeurIPS), 2021
A. Labatie
Dominic Masters
Zach Eaton-Rosen
Carlo Luschi
301
21
0
07 Jun 2021
A Review of Uncertainty Quantification in Deep Learning: Techniques,
  Applications and Challenges
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and ChallengesInformation Fusion (Inf. Fusion), 2020
Moloud Abdar
Farhad Pourpanah
Sadiq Hussain
Dana Rezazadegan
Tianpeng Liu
...
Xiaochun Cao
Abbas Khosravi
U. Acharya
V. Makarenkov
S. Nahavandi
BDLUQCV
915
2,260
0
12 Nov 2020
Group Whitening: Balancing Learning Efficiency and Representational
  Capacity
Group Whitening: Balancing Learning Efficiency and Representational Capacity
Lei Huang
Yi Zhou
Li Liu
Fan Zhu
Ling Shao
350
24
0
28 Sep 2020
Normalization Techniques in Training DNNs: Methodology, Analysis and
  Application
Normalization Techniques in Training DNNs: Methodology, Analysis and ApplicationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Lei Huang
Jie Qin
Yi Zhou
Fan Zhu
Li Liu
Ling Shao
AI4CE
316
368
0
27 Sep 2020
An Investigation into the Stochasticity of Batch Whitening
An Investigation into the Stochasticity of Batch WhiteningComputer Vision and Pattern Recognition (CVPR), 2020
Lei Huang
Lei Zhao
Yi Zhou
Fan Zhu
Li Liu
Ling Shao
177
22
0
27 Mar 2020
Instance Enhancement Batch Normalization: an Adaptive Regulator of Batch
  Noise
Instance Enhancement Batch Normalization: an Adaptive Regulator of Batch NoiseAAAI Conference on Artificial Intelligence (AAAI), 2019
Senwei Liang
Zhongzhan Huang
Mingfu Liang
Haizhao Yang
215
65
0
12 Aug 2019
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