Giter VIP home page Giter VIP logo

impression2805 / awesome-failure-detection Goto Github PK

View Code? Open in Web Editor NEW
39.0 1.0 1.0 99 KB

A list of papers that studies out-of-distribution (OOD) detection and misclassification detection (MisD)

License: MIT License

failure-detection failure-prediction misclassification-detection out-of-distribution-detection safety safety-critical selective-classification reliable-prediction confidence-estimation uncertainty

awesome-failure-detection's People

Contributors

impression2805 avatar

Stargazers

avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar

Watchers

avatar

Forkers

lyttonkeepfoing

awesome-failure-detection's Issues

Is it possible to increase the precision to 100%?

Hi~ Recently, I have read some paper of yours (OpenMix, FMFP) about MisD or OOD. I am curious about whether it is possible to increase the precision to 100% by sacrificing some recall rate after using some related confidence techniques.

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    🖖 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. 📊📈🎉

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 ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.