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Normalization

341 papers

Papers per year

1
46
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Papers

Dropout Regularization for Self-Supervised Learning of Transformer Encoder Speech Representation INTERSPEECH 2021
Normalization Driven Zero-Shot Multi-Speaker Speech Synthesis INTERSPEECH 2021
Partial transfusion: on the expressive influence of trainable batch norm parameters for transfer learning MIDL 2021
On Biasing Transformer Attention Towards Monotonicity NAACL 2021
Path-BN: Towards effective batch normalization in the Path Space for ReLU networks UAI 2021
Revisiting Batch Normalization for Improving Corruption Robustness WACV 2021
Constrained Weight Optimization for Learning Without Activation Normalization WACV 2021
Data-Efficient Alignment of Multimodal Sequences by Aligning Gradient Updates and Internal Feature Distributions WACV 2021
Towards Deeper Graph Neural Networks with Differentiable Group Normalization NIPS 2020
Is normalization indispensable for training deep neural network? NIPS 2020
Evolving Normalization-Activation Layers NIPS 2020
Smoothed Geometry for Robust Attribution NIPS 2020
Stochastic Normalization NIPS 2020
Improving model calibration with accuracy versus uncertainty optimization NIPS 2020
Batch normalization provably avoids ranks collapse for randomly initialised deep networks NIPS 2020
Batch Normalization Biases Residual Blocks Towards the Identity Function in Deep Networks NIPS 2020
On Convergence and Generalization of Dropout Training NIPS 2020
Passport-aware Normalization for Deep Model Protection NIPS 2020
Adaptive Convolutional ReLUs AAAI 2020
Dynamic Instance Normalization for Arbitrary Style Transfer AAAI 2020
Understanding the Disharmony between Weight Normalization Family and Weight Decay AAAI 2020
Instance Enhancement Batch Normalization: An Adaptive Regulator of Batch Noise AAAI 2020
New Interpretations of Normalization Methods in Deep Learning AAAI 2020
Recognizing Instagram Filtered Images with Feature De-Stylization AAAI 2020
Region Normalization for Image Inpainting AAAI 2020