Giter VIP home page Giter VIP logo

f-principle's Introduction

F-Principle

code to show F-Principle in the DNN training

Reference:

1 Training behavior of deep neural network in frequency domain: https://arxiv.org/abs/1807.01251

2 Frequency Principle: Fourier Analysis Sheds Light on Deep Neural Networks: https://arxiv.org/abs/1901.06523

3 Explicitizing an Implicit Bias of the Frequency Principle in Two-layer Neural Networks: https://arxiv.org/abs/1905.10264

4 Theory of the Frequency Principle for General Deep Neural Networks: https://arxiv.org/abs/1906.09235

f-principle's People

Contributors

xuzhiqin1990 avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.