Deep Learning Winter Reading Series: Part 1

Winters bring a lot of free time for you to catch up with amazing stuff. The Vision and Language Group will be posting learning resources on a weekly basis, comprising both interesting reads and talks on future research areas.

Following are a few things you'll find interesting:

  1. LSTM vs Transformer: An Honest paper by Smerity: https://arxiv.org/pdf/1911.11423.pdf
  2. Teaching page of Shervine Amidi, Graduate Student at Stanford University: https://stanford.edu/~shervine/teaching/cs-229/stanford.edu
  3. True Artificial Intelligence will change everything | Juergen Schmidhuber: https://youtu.be/-Y7PLaxXUrs
  4. Self-training with Noisy Student improves ImageNet classification: https://arxiv.org/abs/1911.04252
  5. Self-supervised Representation Learning: https://lilianweng.github.io/…/self-supervised-learning.html

Happy learning!

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Aarush Gupta
Senior at IIT Roorkee

My research interests include distributed robotics, mobile computing and programmable matter.