jiangshibiao / Paper-Learning

try to learn some classical papers and algorithms in machine learning

Paper Learning

try to learn some classical papers and algorithms in machine learning.

Basic Knowledge

• Classical Functions
• Optimizer
• Some Tricks

Document Analysis

• PPT is here. Updating...

Image-Deblur

• DeepDeblur
• SRN-DeblurNet
• DeblurGAN
• DeblurGAN-v2

Image Segmentation

• Mask R-CNN

Object Detection

• R-CNN
• Fast R-CNN
• Faster R-CNN
• FCN
• YOLOv1
• YOLOv2

Sequence Models

• RNN
• LSTM
• convLSTM
• CTC
• Attention
• Transformer

Text Detection

• CRNN
• CTPN
• SegLink
• Mask TextSpotter