Deep Learning - Weakly and Self-Supervised Learning Part 3

In this video, we look into the fundamental concepts of self-supervised learning. In particular, we look at different strategies to create surrogate labels from data automatically.

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Video References:
Self-supervised Face Model Learning for Monocular Reconstruction at 250 Hz (CVPR 2018 Oral)
Find Your Own Way: Weakly-Supervised Segmentation of Path Proposals for Urban Autonomy

Further Reading:
A gentle Introduction to Deep Learning