/Research-Paper-Summary

Summary & Implementation of Deep Learning research paper in Tensorflow/Pytorch.

Primary LanguageJupyter Notebook

This repository aims to:

  • Make a concise summary of deep learning research paper that I have read (including implementation if needed).
  • Experiments on various topics.

If there is any problems regarding jupyter notebook loading on github, copy paste the link to jupyter notebook nbviewer.

Here is an overview of research paper classified by theme:

Experiments

Architectures

LeNet-5
AlexNet
ZFNet/DeconvNet
Inception-V1(GoogLeNet)
Inception-V2/V3
VggNet
ResNet
MobileNetV1
MobileNetV2
EfficientNet

Self-supervised learning