cyrta / awesome-deep-learning-papers-reading-notes

Notes and reading list on machine learning and deep learning research publications

Awesome Deep Learning Papers - Reading list

This is a notebook of all research papers related to deep learning & machine learning.

• Fundamentals
  • Math
  • linear algebra
  • statistics
  • dsp
• Classics
  • perceptron
  • MLP
• Models
  • CNN
  • RNN
• Model Training
  • Optimization
    • Gradient decent
    • Stochastic gradient decent
    • • Adam
  • Normalization
  • Regularization
  • data augmentation
• Datasets
  • Computer Vision
  • Sound
  • Text

Source of inspiration

• http://www.arxiv-sanity.com/top
• ChristosChristofidis/awesome-deep-learning
• https://github.com/terryum/awesome-deep-learning-papers

• Deep Learning Papers Reading Roadmap , has been created and loved by many deep learning researchers
• https://endymecy.github.io/awesome-deeplearning-resources/
• https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap
• http://www.xn--vjq503akpco3w.top/literature/awesome-free-deep-learning-papers.html

domains:

• https://github.com/kjw0612/awesome-deep-vision
• https://github.com/L706077/DNN-Dialogue-System-Papers