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NormalizationSurvey
This repo is for our paper: Normalization Techniques in Training DNNs: Methodology, Analysis and ApplicationOthogonalWN
This project is the Torch implementation of our accepted AAAI 2018 paper : orthogonal weight normalization method for solving orthogonality constraints over Steifel manifold in deep neural networks (arXiv:1709.06079 )IterNorm-pytorch
This is the pytorch re-implementation of the IterNormXBNBlock
This project is the PyTorch implementation of our CVPR 2022 paper:IterNorm
This project is the Torch implementation of our accepted CVPR 2019 paper, Iterative Normalization: Beyond Standardization towards Efficient WhiteningONI
PyTorch and Torch implementation for our accepted CVPR 2020 paper (Oral): Controllable Orthogonalization in Training DNNsCenteredWN
This project is the Torch implementation of our ICCV 2017 paper: Centered Weight Normalization in Accelerating Training of Deep Neural NetworksLRCount-CNN
This code is for our ICML 2020 paper "On the Number of Linear Regions of Convolutional Neural Networks."StochasticityBW
PyTorch and Tensorflow implementation for our accepted CVPR 2020 paper (Oral): An Investigation into the Stochasticity of Batch WhiteningGroupWhitening
This project is the PyTorch implementation of our accepted CVPR 2021 paper, Group Whitening: Balancing Learning Efficiency and Representational CapacityNormProjection
This project is the Torch implementation of the paper: Projection Based Weight Normalization for Deep Neural Networks (arXiv:1710.02338)Active-GBSSL
This is a project of my paper related to active learning and graph based semi-supervised learning, which is published on ICME 2014. The project is written by matlabLayerwiseCA
This project is for the paper: Exploring learning dynamics of DNNs via layerwise conditioning analysishuangleiBuaa.github.io
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