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Normalization

341 papers

Papers per year

1
46
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Papers

Stochastic Batch Augmentation with An Effective Distilled Dynamic Soft Label Regularizer IJCAI 2020
An Adaptive X-Vector Model for Text-Independent Speaker Verification INTERSPEECH 2020
Towards data-driven stroke rehabilitation via wearable sensors and deep learning MLHC 2020
Batch norm with entropic regularization turns deterministic autoencoders into generative models UAI 2020
Root Mean Square Layer Normalization NIPS 2019
Positional Normalization NIPS 2019
Riemannian batch normalization for SPD neural networks NIPS 2019
Backpropagation-Friendly Eigendecomposition NIPS 2019
The Normalization Method for Alleviating Pathological Sharpness in Wide Neural Networks NIPS 2019
Online Normalization for Training Neural Networks NIPS 2019
Inherent Weight Normalization in Stochastic Neural Networks NIPS 2019
How to Initialize your Network? Robust Initialization for WeightNorm & ResNets NIPS 2019
Normalization Helps Training of Quantized LSTM NIPS 2019
Transferable Normalization: Towards Improving Transferability of Deep Neural Networks NIPS 2019
Generalized Batch Normalization: Towards Accelerating Deep Neural Networks AAAI 2019
Inter-Class Angular Loss for Convolutional Neural Networks AAAI 2019
Guided Dropout AAAI 2019
Unsupervised Stylish Image Description Generation via Domain Layer Norm AAAI 2019
Regularizing Fully Convolutional Networks for Time Series Classification by Decorrelating Filters AAAI 2019
ResNet and Batch-normalization Improve Data Separability ACML 2019
Exponential convergence rates for Batch Normalization: The power of length-direction decoupling in non-convex optimization AISTATS 2019
Revisit Batch Normalization: New Understanding and Refinement via Composition Optimization AISTATS 2019
SSN: Learning Sparse Switchable Normalization via SparsestMax CVPR 2019
On Implicit Filter Level Sparsity in Convolutional Neural Networks CVPR 2019
Understanding the Disharmony Between Dropout and Batch Normalization by Variance Shift CVPR 2019