| AlexNet |
Backbone |
| VGG |
Backbone |
| GoogLeNet |
Backbone |
| Inception v1 ~ v4 |
Backbone |
| ResNet |
Backbone |
| SENet |
Backbone |
| NASNet |
Backbone, Neural Architecture Search |
| MobileNet |
Backbone, Light-weight |
| YOLO v1 |
Object Detection |
| YOLO v2 |
Object Detection |
| Mask-R-CNN |
Object Detection, Instance Segmentation |
| EfficientDet |
Object Detection |
| CPC v1 |
Self-Supervised Learning |
| IIC: Invariant Inforamtion Clustering for Unsupervised Image Classification and Segmentation |
Self-Supervised Learning |
| MoCo v1 |
Self-Supervised Contrastive Learning |
| SimCLR |
Self-Supervised Contrastive Learning |
| BYOL |
Self-Supervised Contrastive Learning |
| CRD |
Contrastive Learning, Distillation, Representation Learning |
| SphereFace |
Face Recognition, Metric Learning |
| CosFace |
Face Recognition, Metric Learning |
| ArcFace |
Face Recognition, Metric Learning |
| R3 Adversarial Network for Cross Model Face Recognition |
Face Recognition |
| Unequal-training for Deep Face Recognition |
Face Recognition |
| SinGAN |
Generative |
| DRIT |
Image-to-Image |
| EAST |
OCR |
| FCN |
Segmentation |
| YOLACT |
Instance Segmentation |