Convolutions

Convolutions are a type of operation that can be used to learn representations from images. They involve a learnable kernel sliding over the image and performing element-wise multiplication with the input. The specification allows for parameter sharing and translation invariance. Below you can find a continuously updating list of convolutions.

Method Year Papers
1980 12250
2013 3789
2016 733
2016 726
2017 639
2012 507
2015 419
2015 146
2017 89
2020 69
2018 47
2018 41
2020 38
2016 22
2014 17
2016 13
2018 13
2017 13
2000 11
2019 11
2019 7
2019 7
2019 5
2019 4
2019 4
2017 4
2015 3
2019 2
2017 2
2018 2
2021 2
2019 2
2020 2
2019 1
2019 1
2021 1
2021 1
2020 1
2021 1
2022 1