The Implicit Bias of Batch Normalization in Linear Models and Two-layer
Linear Convolutional Neural Networks

The Implicit Bias of Batch Normalization in Linear Models and Two-layer Linear Convolutional Neural Networks

20 June 2023

Quanquan Gu

Papers citing "The Implicit Bias of Batch Normalization in Linear Models and Two-layer Linear Convolutional Neural Networks"

6 / 6 papers shown

Title
Gradient Descent Robustly Learns the Intrinsic Dimension of Data in Training Convolutional Neural Networks Chenyang Zhang Peifeng Gao Difan Zou Yuan Cao OOD MLT 57 0 0 11 Apr 2025
Adversarial Vulnerability as a Consequence of On-Manifold Inseparibility Rajdeep Haldar Yue Xing Qifan Song Guang Lin 23 0 0 09 Oct 2024
The Implicit Bias of Adam on Separable Data Chenyang Zhang Difan Zou Yuan Cao AI4CE 32 1 0 15 Jun 2024
On the Benefits of Over-parameterization for Out-of-Distribution Generalization Yifan Hao Yong Lin Difan Zou Tong Zhang OODD OOD 19 4 0 26 Mar 2024
On the Training Instability of Shuffling SGD with Batch Normalization David Wu Chulhee Yun S. Sra 16 4 0 24 Feb 2023
On Margin Maximization in Linear and ReLU Networks Gal Vardi Ohad Shamir Nathan Srebro 34 27 0 06 Oct 2021