Seed the views: Hierarchical semantic alignment for contrastive representation learning

Official implementation of the paper Seed the views: Hierarchical semantic alignment for contrastive representation learning

Requirements

• Pytorch >= 1.4.0
• faiss-gpu
• absl-py
• easydict

Pre-training

bash scripts/unsupervised/single_crop_200ep.sh # change --data_dir with the path in your server

Linear Classification

bash scripts/lincls/single_crop_200ep.sh # change --data_dir with the path in your server