Giter VIP home page Giter VIP logo

distracting_feature's Introduction

Abstract Reasoning with Distracting Features

To appear in NeurIPS 2019.

Abstract Reasoning with Distracting Features

(Kecheng Zheng, Wei Wei and Zheng-jun Zha, 2019)



Dataset

To download the dataset, please check chizhang's project page.

Performance

For details, please check our paper.

Dependencies

Important

  • Python 2.7
  • PyTorch
  • CUDA and cuDNN

Usage

Benchmarking

python main.py --net <model name> --datapath <path to the dataset> --rl False --typeloss False

#TODO

  1. The code for PGM dataset
  2. The long-term features (state) in teacher model

Citation

If you find the paper and/or the code helpful, please cite us.

@inproceedings{zheng2019abstract,
    title={Abstract Reasoning with Distracting Features},
    author={Kecheng Zheng and Zheng-jun Zha and Wei Wei},
    booktitle={Advances in Neural Information Processing Systems},
    year={2019}}
}

Acknowledgement

Contact

Please feel free to discuss paper/code through issues or emails.

License

Apache License 2.0

distracting_feature's People

Contributors

zkcys001 avatar

Watchers

James Cloos 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.