Deep Learning: Architectures - Part 2
Channel: Andreas Maier
Date: 21/05/2020

Deep Learning: Architectures - Part 2

This video discusses the success of deeper models including Inception V2 and V3. One key technology that is introduced in V3 is label smoothing regularization. 

Full Transcript
https://towardsdatascience.com/architectures-part-2-2d2ac8f7458e

Video References: 
Lex Fridman's Channel 
https://www.youtube.com/channel/UCSHZKyawb77ixDdsGog4iWA 
Morf's Channel
https://www.youtube.com/channel/UC1QugCUMNx9Jw2PQgnEne_A

Further Reading: 
A gentle Introduction to Deep Learning 
https://www.sciencedirect.com/science/article/pii/S093938891830120X 

Further Free Deep Learning Ressources (including exercises) 
https://lme.tf.fau.de/teaching/free-deep-learning-resources/