README.md

Deep Learning Project: Contrastive Self-Supervision

Installation

See gcloud_cmds.sh for installation commands.

Run experiments

Run run_all.sh or go through run.ipynb in Colab.

Goals

• Rotation
• Jigsaw puzzle
• Contrastive predictive coding
• Masked patch prediction
• Contrastive multiview coding
• Momentum contrast