Welcome to our Deep Learning Survey Page!

These surveys contain an introduction to Deep Learning topics, collections of interesting research papers in the topic, code samples, and predictions about future research. Please Check it out!

Generative Adversarial Networks

Survey on the recent advancements in GAN research

Data Augmentation

Survey on the Ways to Augment Datasets to improve Deep Learning models

Computer Vision

This survey covers some of the applications of Deep Learning in Computer Vision such as classification, localization, segmentation, and super-resolution.

Super-Resolution

Survey discussing advances in using Deep Learning to map low-resolution images into their high-resolution equivalents.

Meta-Learning

This survey discusses techniques to design interal characteristics of Deep Neural Networks such as connectivity, filter sizes, learning rate, and more.