Image Classification

2012-2014

• AlextNet
• NIN
• ZFNet
• SPPNet

2015

• VGGNet
• Highway
• PReLU
• STN
• DeepImage
• GoogleNet/Inception V1
• GoogleNet/Inception V2

2016

• SqueezeNet
• Inception V3
• ResNet
• [Pre-Activation ResNet]
• [RiR]
• [Stochasti Depth]
• WideResNet
• [Trimps-Soushen]

2017

• Inception V4
• DenseNet
• ResNeXt
• SeNet
• Xception
• MobileNetV1
• ShuffleNet
• ResNeXt
• [DPN]
• [Residual Attention Network]

2018

• CheXnet
• MobileNetV2
• DarkNet-53
• NasNet
• MnasNet
• ShuffleNetV2
• FixEfficientNet
• FixResNeXt
• Noisy Student
• Deep transfer learning for automated diagnosis of skin lesions from photographs
• Facial Expression Recognition Under Partial Occlusion from Virtual Reality Headsets based on Transfer Learning
• COVID-19 Detection Through Transfer Learning Using Multimodal Imaging Data

2019

• [ResNet-38]
• [AmoebaNet]
• [ESPNetv2]
• [Single-Path-NAS]
• [DARTS]
• [ProxylessNAS]
• [FBNet]
• [ShakeDrop]
• [CutMix]
• [MixConv]
• [ABN]
• EfficientNet
• MnasNet
• MobileNet V3

2020

• [Random Erasing (RE)]
• ViT-H/14
• [SAOL]