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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

ResNet and Batch-normalization Improve Data Separability ACML 2019
Semantic Image Synthesis With Spatially-Adaptive Normalization CVPR 2019
Efficient Multi-Domain Learning by Covariance Normalization CVPR 2019
How to Initialize your Network? Robust Initialization for WeightNorm & ResNets NIPS 2019
Riemannian batch normalization for SPD neural networks NIPS 2019
MetaInit: Initializing learning by learning to initialize NIPS 2019
Regularizing Fully Convolutional Networks for Time Series Classification by Decorrelating Filters AAAI 2019
Team Bertha von Suttner at SemEval-2019 Task 4: Hyperpartisan News Detection using ELMo Sentence Representation Convolutional Network SEMEVAL 2019
A Quantitative Analysis of the Effect of Batch Normalization on Gradient Descent ICML 2019
An Investigation into Neural Net Optimization via Hessian Eigenvalue Density ICML 2019
What is the Effect of Importance Weighting in Deep Learning? ICML 2019
BN-invariant Sharpness Regularizes the Training Model to Better Generalization IJCAI 2019
Switchable Whitening for Deep Representation Learning ICCV 2019
Deep Residual Learning in the JPEG Transform Domain ICCV 2019
Decorrelated Batch Normalization CVPR 2018
Regularizing by the Variance of the Activations' Sample-Variances NIPS 2018
Understanding Batch Normalization NIPS 2018
How Does Batch Normalization Help Optimization? NIPS 2018
On the Local Hessian in Back-propagation NIPS 2018
Scalable methods for 8-bit training of neural networks NIPS 2018
Deep Photo Enhancer: Unpaired Learning for Image Enhancement From Photographs With GANs CVPR 2018
Towards Understanding ECG Rhythm Classification Using Convolutional Neural Networks and Attention Mappings MLHC 2018
Investigation on the Combination of Batch Normalization and Dropout in BLSTM-based Acoustic Modeling for ASR INTERSPEECH 2018
Norm matters: efficient and accurate normalization schemes in deep networks NIPS 2018
Batch-Instance Normalization for Adaptively Style-Invariant Neural Networks NIPS 2018