Normalization

Towards Deeper Graph Neural Networks with Differentiable Group Normalization NeurIPS 2020 Towards Stabilizing Batch Statistics in Backward Propagation of Batch Normalization ICLR 2020 Transform and Tell: Entity-Aware News Image Captioning CVPR 2020 Understanding the Disharmony between Weight Normalization Family and Weight Decay AAAI 2020 What Deep CNNs Benefit From Global Covariance Pooling: An Optimization Perspective CVPR 2020 A Kernel Perspective for Regularizing Deep Neural Networks ICML 2019 A Large-Scale Study on Regularization and Normalization in GANs ICML 2019 A Mean Field Theory of Batch Normalization ICLR 2019 Backpropagation-Friendly Eigendecomposition NeurIPS 2019 Characterizing Well-Behaved vs. Pathological Deep Neural Networks ICML 2019 Decoupled Weight Decay Regularization ICLR 2019 Differentiable Learning-to-Normalize via Switchable Normalization ICLR 2019 Dynamic Recursive Neural Network CVPR 2019 Efficient Multi-Domain Learning by Covariance Normalization CVPR 2019 Equi-normalization of Neural Networks ICLR 2019 EvalNorm: Estimating Batch Normalization Statistics for Evaluation ICCV 2019 Exploiting Edge Features for Graph Neural Networks CVPR 2019 Exponential convergence rates for Batch Normalization: The power of length-direction decoupling in non-convex optimization AISTATS 2019 Fixup Initialization: Residual Learning Without Normalization ICLR 2019 Generalizable Adversarial Training via Spectral Normalization ICLR 2019 Generalized Batch Normalization: Towards Accelerating Deep Neural Networks AAAI 2019 Guided Dropout AAAI 2019 How to Initialize your Network? Robust Initialization for WeightNorm & ResNets NeurIPS 2019 Image-To-Image Translation via Group-Wise Deep Whitening-And-Coloring Transformation CVPR 2019 Inherent Weight Normalization in Stochastic Neural Networks NeurIPS 2019