Reading List (Deep Learning)

My reading list of Deep Learning (DL) research papers, books, and articles. These resources were collected primarily from this GitHub roadmap, in addition to Andrew Ng’s Deep Learning Specialization.

Here’s the key:

• ✅ = Read

Reading List

• ✅ Imagenet classification with deep convolutional neural networks (2012)
  • Finished reading on: 7/31/23
• Very deep convolutional networks for large-scale image recognition (2014)
• Going deeper with convolutions (2015)
• Deep residual learning for image recognition (2016)