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Awesome Open Set Recognition list

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A curated list of papers & ressources linked to open set recognition, out-of-distribution, open set domain adaptation, and open world recognition

Note that:

  • This list is not exhaustive.
  • Tables use alphabetical order for fairness.

Contents

Tutorials

Tutorial & survey

Challenges

Open World Vision

Papers

Open Set Recognition

Deep Neural Network-based

2023
2022
2021
2020
2019
2018
2017
2016
2015

Traditional Machine Learning Methods-based

2019
2018
2017
2016
2014
2013

Open Set Learning Theory

2023
2021

Out-of-Distribution

2021
2020
2019
2018
2017

Anomaly Detection

need to survey more..

2021
2020
2019
2018

Open Set Domain Adaptation

2021
2020
2019
2018
2017

Open World Recognition

2022
2021
2020
2019
2018
2017
2016
2015

License

License CCBY-SA

To the extent possible under law, Guangyao Chen has waived all and related or neighboring rights to this work.

Contributing

Please see CONTRIBUTING for details.

Contributions

Contributions are most welcome, if you have any suggestions and improvements, please create an issue or raise a pull request.

Stargazers over time

Stargazers over time