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batch normalization

222 papers

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Also known as

BIN BN BATCHNORM

Co-occurring keywords

neural network optimization (1293) convolutional neural network (4216) neural network (6616) model compression (3283) domain adaptation (4578) deep neural network (1801) layer normalization (65) test-time adaptation (307) adversarial robustness (1335) neural network training (309)

Papers

Kalman Normalization: Normalizing Internal Representations Across Network Layers NIPS 2018
Removing the Feature Correlation Effect of Multiplicative Noise NIPS 2018
MegDet: A Large Mini-Batch Object Detector CVPR 2018
Bayesian Uncertainty Estimation for Batch Normalized Deep Networks ICML 2018
Batch Normalized Deep Boltzmann Machines ACML 2018
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs CVPR 2018
Inference-Invariant Transformation of Batch Normalization for Domain Adaptation of Acoustic Models INTERSPEECH 2018
Self-Normalizing Neural Networks NIPS 2017
Revisit Fuzzy Neural Network: Demystifying Batch Normalization and ReLU with Generalized Hamming Network NIPS 2017
Improving Training of Deep Neural Networks via Singular Value Bounding CVPR 2017
Train longer, generalize better: closing the generalization gap in large batch training of neural networks NIPS 2017
Batch Renormalization: Towards Reducing Minibatch Dependence in Batch-Normalized Models NIPS 2017
The Shattered Gradients Problem: If resnets are the answer, then what is the question? ICML 2017
On Calibration of Modern Neural Networks ICML 2017
Deep Learning With Low Precision by Half-Wave Gaussian Quantization CVPR 2017
On the Expressive Power of Deep Neural Networks ICML 2017
Riemannian approach to batch normalization NIPS 2017
Normalization Propagation: A Parametric Technique for Removing Internal Covariate Shift in Deep Networks ICML 2016
Advances in Very Deep Convolutional Neural Networks for LVCSR INTERSPEECH 2016
Convolutional Neural Networks with Data Augmentation for Classifying Speakers’ Native Language INTERSPEECH 2016
Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks NIPS 2016
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift ICML 2015