Paper Implementation and Reviews

This repository is dedicated to the implementation of deep learning research papers. It is organized into three directories based on content type:

visual/ : Computer vision and image-based paper implementations
language/ : Natural language processing paper implementations
misc/ : Other deep learning-related works

Implemented Papers

Images

AlexNet code Paper: ImageNet Classification with Deep Convolutional Neural Networks

VGG19 code Paper: Very Deep Convolutional Networks For Large-Scale Image Recognition

ViT code Paper: An Image is worth 16x16 words: Transformer for Image Recognition at scale

Natural Language

Transformer code Paper: Attention Is All You Need

MISC

Query Enhancement Techniques Notebook