Barlow Twins is self-supervised learning method, inspired from how human learns. Neuroscientist H. Barlow hypothesized that the goal of sensory processing is to recode highly redundant sensory inputs into a factorial code.
Author's implementation: github.com/facebookresearch/b...
Implementation in Tensorflow by Sayak Paul: github.com/sayakpaul/Barlow-T...
0:34 : Background
06:49 : Motivation
07:54 : Barlow-Twins architecture
11:10 : Results
Негізгі бет Barlow Twins: Self-Supervised Learning via Redundancy Reduction
Пікірлер: 8