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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

The Knowledge Within: Methods for Data-Free Model Compression CVPR 2020
Continual Learning With Extended Kronecker-Factored Approximate Curvature CVPR 2020
An Effective Perturbation Based Semi-Supervised Learning Method for Sound Event Detection INTERSPEECH 2020
MatchboxNet: 1D Time-Channel Separable Convolutional Neural Network Architecture for Speech Commands Recognition INTERSPEECH 2020
Instance Enhancement Batch Normalization: An Adaptive Regulator of Batch Noise AAAI 2020
Adversarial Examples Improve Image Recognition CVPR 2020
An Investigation Into the Stochasticity of Batch Whitening CVPR 2020
EvalNorm: Estimating Batch Normalization Statistics for Evaluation ICCV 2019
Dynamic Recursive Neural Network CVPR 2019
ScratchDet: Training Single-Shot Object Detectors From Scratch CVPR 2019
DDLSTM: Dual-Domain LSTM for Cross-Dataset Action Recognition CVPR 2019
Understanding the Disharmony Between Dropout and Batch Normalization by Variance Shift CVPR 2019
Domain-Specific Batch Normalization for Unsupervised Domain Adaptation CVPR 2019
Generalized Batch Normalization: Towards Accelerating Deep Neural Networks AAAI 2019
SSN: Learning Sparse Switchable Normalization via SparsestMax CVPR 2019
On Implicit Filter Level Sparsity in Convolutional Neural Networks CVPR 2019
Iterative Normalization: Beyond Standardization Towards Efficient Whitening CVPR 2019
Normalization Helps Training of Quantized LSTM NIPS 2019
Jumpout : Improved Dropout for Deep Neural Networks with ReLUs ICML 2019
The Effect of Network Width on Stochastic Gradient Descent and Generalization: an Empirical Study ICML 2019
Characterizing Well-Behaved vs. Pathological Deep Neural Networks ICML 2019
The Normalization Method for Alleviating Pathological Sharpness in Wide Neural Networks NIPS 2019
Online Normalization for Training Neural Networks NIPS 2019
Revisit Batch Normalization: New Understanding and Refinement via Composition Optimization AISTATS 2019
Exponential convergence rates for Batch Normalization: The power of length-direction decoupling in non-convex optimization AISTATS 2019