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 18768
2013 5481
2016 1257
2016 1243
2017 1118
2015 654
2012 566
2015 204
2020 157
2017 144
2020 84
2018 75
2018 53
2014 36
2016 28
2019 27
2016 26
2017 17
2018 16
2022 13
2000 12
2019 12
2019 10
2019 9
2019 7
2021 6
2012 6
2017 5
2020 5
2019 4
2018 4
2015 4
2019 3
2017 3
2020 3
2021 2
2019 2
2021 2
2019 1
2019 1
2021 1
2021 1
2024 1