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Re-Thinking the Effectiveness of Batch Normalization and Beyond

https://doi.org/10.1109/tpami.2023.3319005

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-01261-8_1openalex-snapshot

Group Normalization

inferredcites →https://doi.org/10.1007/978-3-030-58536-5_23openalex-snapshot

Layer-Wise Conditioning Analysis in Exploring the Learning Dynamics of DNNs

inferredcites →https://doi.org/10.1016/j.patcog.2018.03.005openalex-snapshot

Adaptive Batch Normalization for practical domain adaptation

inferredcites →https://doi.org/10.1109/cvpr.2016.90openalex-snapshot

Deep Residual Learning for Image Recognition

inferredcites →https://doi.org/10.1109/cvpr.2018.00089openalex-snapshot

Decorrelated Batch Normalization

inferredcites →https://doi.org/10.1109/cvpr.2018.00647openalex-snapshot

MegDet: A Large Mini-Batch Object Detector

inferredcites →https://doi.org/10.1109/cvpr.2019.00500openalex-snapshot

Instance-Level Meta Normalization

inferredcites →https://doi.org/10.1109/cvpr42600.2020.00975openalex-snapshot

Momentum Contrast for Unsupervised Visual Representation Learning

inferredcites →https://doi.org/10.1109/cvpr46437.2021.00856openalex-snapshot

Representative Batch Normalization with Feature Calibration

inferredcites →https://doi.org/10.1609/aaai.v32i1.11717openalex-snapshot

Double Forward Propagation for Memorized Batch Normalization

inferredcites →https://doi.org/10.1609/aaai.v34i04.5917openalex-snapshot

Instance Enhancement Batch Normalization: An Adaptive Regulator of Batch Noise

inferredcites →https://doi.org/10.48550/arxiv.1212.5701openalex-snapshot

ADADELTA: An Adaptive Learning Rate Method

inferredcites →https://doi.org/10.48550/arxiv.1409.1556openalex-snapshot

Very Deep Convolutional Networks for Large-Scale Image Recognition

inferredcites →https://doi.org/10.48550/arxiv.1607.08022openalex-snapshot

Instance Normalization: The Missing Ingredient for Fast Stylization

inferredcites →https://doi.org/10.48550/arxiv.1802.05957openalex-snapshot

Spectral Normalization for Generative Adversarial Networks

inferredcites →https://doi.org/10.48550/arxiv.1812.03981openalex-snapshot

Theoretical Analysis of Auto Rate-Tuning by Batch Normalization

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