Understanding Gradient Misalignment: The Crucial Role of Normalization in Neural Networks

Introduction As the field of machine learning continues to blossom, the intricacies of neural network performance must be scrutinized more closely than ever. One phenomenon that has gained attention is gradient misalignment, which can severely affect...