Generative Models

Computer Vision • 63 methods

Generative Models aim to model data generatively (rather than discriminatively), that is they aim to approximate the probability distribution of the data. Below you can find a continuously updating list of generative models for computer vision.

Method Year Papers
2006 1976
2014 1170
2013 604
2017 185
2008 109
1986 99
2018 82
2017 64
2009 54
2015 54
2018 53
2019 51
2016 44
2018 42
2017 40
2015 38
2016 26
2016 23
2018 22
2016 21
2017 16
2000 16
2000 14
2016 14
2016 11
2016 10
2017 9
2016 9
2018 8
2018 7
2017 7
2014 4
2015 4
2000 4
2019 4
2018 4
2000 3
2016 3
2019 3
2017 3
2019 3
2016 3
2016 3
2011 3
2016 2
2020 2
2020 2
2019 2
2019 1
2019 1
2020 1
2017 1
2020 1
2020 1
2013 1
2021 1