Capsule Networks and Education

#machinelearning #deeplearning

In today's episode, Dr. Keith Duggar and Dr. Tim Scarfe chat with Alex Stenlake about the education chapter in Kenneth Stanley's "Greatness cannot be planned" book, and we relate it to our Algoshambes conversation a few weeks ago. We debate whether objectives in education are a good thing and whether they cause perverse incentives and stifle creativity and innovation. Next up we dissect capsule networks! We finish off talking about fast algorithms and quantum computing.

00:00:00 Introduction
00:01:13 Greatness cannot be planned / education
00:12:03 Perverse incentives
00:19:25 Treasure hunting
00:30:28 Capsule Networks
00:46:08 Capsules As Compositional Networks
00:52:45 Capsule Routing
00:57:10 Loss and Warps
01:09:55 Fast Algorithms and Quantum Computing

"Understanding Dynamic Routing between Capsules (Capsule Networks)" by Jonathan Hui
https://jhui.github.io/2017/11/03/Dynamic-Routing-Between-Capsules/

Tim also showed Yannic's video on capsules during the show here; https://www.youtube.com/watch?v=nXGHJTtFYRU

Why greatness can't be planned - Kenneth Stanley; https://www.amazon.co.uk/Why-Greatness-Cannot-Planned-Objective/dp/3319155237
Music credit; https://soundcloud.com/byethereal/stellar

Видео Capsule Networks and Education канала Machine Learning Street Talk