Giter VIP home page Giter VIP logo

liresnet's Introduction

A Recipe for Improved Certifiable Robustness: Capacity and Data

Paper

To train a model, see run.sh for example. You can also find configs for other datasets.

A detailed README and checkpoints will be updated soon. For any questions, feel free to submit an issue or email [email protected].

Results on 4 datasets

dataset clean accuracy VRA@36/255 VRA@72/255 VRA@108/255
CIFAR-10 87.0 78.1 66.6 53.5
CIFAR-100 62.1 50.1 38.5 29.0
Tiny-ImageNet 48.4 37.0 26.8 18.6
ImageNet 49.0 38.3 - -

liresnet's People

Contributors

hukkai 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.