Convolutional Neural Networks

Convolutional Neural Networks are used to extract features from images, employing convolutions as their primary operator. Below you can find a continuously updating list of convolutional neural networks.

METHOD YEAR PAPERS
ResNet
2015 853
AlexNet
2012 292
VGG
2014 230
DenseNet
2016 180
GoogLeNet
2014 110
MobileNetV2
2018 103
ResNeXt
2016 91
Xception
2017 53
SqueezeNet
2016 53
Inception-v3
2015 51
Darknet-53
2018 47
LeNet
1998 45
EfficientNet
2019 36
Darknet-19
2016 36
MobileNetV1
2017 35
WideResNet
2016 23
ShuffleNet
2017 22
SENet
2017 15
ShuffleNet v2
2018 11
Inception-ResNet-v2
2016 10
HRNet
2019 10
MobileNetV3
2019 9
MnasNet
2018 9
Inception v2
2015 8
PyramidNet
2016 7
OverFeat
2013 7
Inception-v4
2016 7
FractalNet
2016 6
CheXNet
2017 6
DPN
2017 6
AmoebaNet
2018 5
RevNet
2017 5
CSPDarknet53
2020 4
DetNet
2018 4
SNet
2019 4
FBNet
2018 3
SimpleNet
2016 3
MixNet
2019 3
Single-path NAS
2019 3
ZFNet
2013 3
SqueezeNeXt
2018 3
PeleeNet
2018 3
SpineNet
2019 3
ProxylessNet-CPU
2018 2
ProxylessNet-Mobile
2018 2
ProxylessNet-GPU
2018 2
McKernel
2017 2
VoVNet
2019 2
DenseNet-Elastic
2018 2
ResNet-D
2018 2
VoVNetV2
2019 2
CSPResNeXt
2019 2
Deep-CAPTCHA
2020 1
MoGA-C
2019 1
DenseNAS-C
2019 1
DenseNAS-B
2019 1
ResNeSt
2020 1
SCARLET
2019 1
RegNetX
2020 1
CornerNet-Squeeze Hourglass
2019 1
DiCENet
2019 1
CSPPeleeNet
2019 1
Assemble-ResNet
2020 1
GreedyNAS-A
2020 1
ECA-Net
2019 1
TResNet
2020 1
ESPNetv2
2018 1
MultiGrain
2019 1
ScaleNet
2019 1
DenseNAS-A
2019 1
ResNeXt-Elastic
2018 1
CSPDenseNet-Elastic
2019 1
SPP-Net
2014 1
PReLU-Net
2015 1
RandWire
2019 1
Harm-Net
2020 1
RegNetY
2020 1
SKNet
2019 1
Big-Little Net
2018 1
CSPDenseNet
2019 1
GreedyNAS-B
2020 1
DetNASNet
2019 1
GreedyNAS-C
2020 1
MoGA-B
2019 1
GhostNet
2019 1
MoGA-A
2019 1