Frequency Regularization: Understanding Spectral Bias in Deep Neural Networks
Published:Dec 20, 2025 11:33
•1 min read
•ArXiv
Analysis
This ArXiv paper explores the impact of frequency regularization on the spectral bias of deep neural networks, a crucial aspect of understanding their generalization capabilities. The research likely offers valuable insights into how to control and potentially improve the performance and robustness of these models by manipulating their frequency response.
Key Takeaways
Reference
“The paper is available on ArXiv.”