Batch Normalization Biases Residual Blocks Towards the Identity Function in Deep Networks

Aug-17-2025, 01:39:55 GMT–Neural Information Processing Systems

This paper provides a simple explanation for why batch normalized deep residual networks are easily trainable.

batch normalization, batch size, normalization, (14 more...)

Neural Information Processing Systems

Aug-17-2025, 01:39:55 GMT

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Country:
- North America > Canada (0.04)

Genre:
- Research Report (0.46)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning > Neural Networks
    - Deep Learning (1.00)
  - Representation & Reasoning (1.00)

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Batch Normalization Biases Residual Blocks Towards the Identity Function in Deep Networks

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