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Normalization

341 directly classified papers

Papers per year

Papers

GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training ICML 2021
Lipschitz normalization for self-attention layers with application to graph neural networks ICML 2021
Better Training using Weight-Constrained Stochastic Dynamics ICML 2021
Spectral Smoothing Unveils Phase Transitions in Hierarchical Variational Autoencoders ICML 2021
Towards Defending against Adversarial Examples via Attack-Invariant Features ICML 2021
Batch Normalization Increases Adversarial Vulnerability and Decreases Adversarial Transferability: A Non-Robust Feature Perspective ICCV 2021
Delving into Variance Transmission and Normalization: Shift of Average Gradient Makes the Network Collapse AAAI 2021
Sparse Attention with Linear Units EMNLP 2021
RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening CVPR 2021
Exponential Moving Average Normalization for Self-Supervised and Semi-Supervised Learning CVPR 2021
Group Whitening: Balancing Learning Efficiency and Representational Capacity CVPR 2021
Cross-Iteration Batch Normalization CVPR 2021
Region-Aware Adaptive Instance Normalization for Image Harmonization CVPR 2021
Stochastic Whitening Batch Normalization CVPR 2021
Partial transfusion: on the expressive influence of trainable batch norm parameters for transfer learning MIDL 2021
Representative Batch Normalization With Feature Calibration CVPR 2021
Adversarially Adaptive Normalization for Single Domain Generalization CVPR 2021
Neighborhood Normalization for Robust Geometric Feature Learning CVPR 2021
On Feature Normalization and Data Augmentation CVPR 2021
Learning Semantic Person Image Generation by Region-Adaptive Normalization CVPR 2021
Stateful ODE-Nets using Basis Function Expansions NIPS 2021
Convolutional Normalization: Improving Deep Convolutional Network Robustness and Training NIPS 2021
Batch Normalization Orthogonalizes Representations in Deep Random Networks NIPS 2021
Rebooting ACGAN: Auxiliary Classifier GANs with Stable Training NIPS 2021
Why Spectral Normalization Stabilizes GANs: Analysis and Improvements NIPS 2021