Deep-Learning-Papers-Implementation

Implementing popular DL papers

Architectures

• AlexNet paper
• ZFNet paper
• VGG16 paper1 paper2
• ResNet paper
• GoogLeNet paper
• Inception paper
• Xception paper
• MobileNet paper

Semantic Segmentation

• FCN paper
• SegNet paper
• UNet paper
• PSPNet paper
• DeepLab paper
• ICNet paper
• ENet paper

Generative adversarial networks

• GAN paper
• DCGAN paper
• WGAN paper
• Pix2Pix paper
• CycleGAN paper
• Progressive GAN paper

Object detection

• RCNN paper
• Fast-RCNN paper
• Faster-RCNN paper
• SSD paper
• YOLO paper
• YOLO9000 paper