GitHub - HaoranTang/cl_spatial_inductive_bias: Official PyTorch code for ICCV 23' paper Contrastive Learning Relies More on Spatial Inductive Bias Than Supervised Learning: An Empirical Study

This codebase is based on PyTorch Lightning SSL library solo-learn.

Links and instructions coming soon!

Name		Name	Last commit message	Last commit date
Latest commit History 8 Commits
.github		.github
bash_files		bash_files
docs		docs
downstream/object_detection		downstream/object_detection
scratch		scratch
script		script
solo		solo
tests		tests
zoo		zoo
.DS_Store		.DS_Store
.codecov.yml		.codecov.yml
.gitignore		.gitignore
.readthedocs.yml		.readthedocs.yml
LICENSE		LICENSE
README.md		README.md
binary_segmentation_intro.ipynb		binary_segmentation_intro.ipynb
main_knn.py		main_knn.py
main_linear.py		main_linear.py
main_pretrain.py		main_pretrain.py
main_umap.py		main_umap.py
main_uniformity.py		main_uniformity.py
requirements.txt		requirements.txt
run_dino_res_cifar10.sh		run_dino_res_cifar10.sh
run_mocov2_res_cifar10.sh		run_mocov2_res_cifar10.sh
run_mocov3_vit_cifar10.sh		run_mocov3_vit_cifar10.sh
run_multi.sh		run_multi.sh
run_sup_res_cifar10.sh		run_sup_res_cifar10.sh
run_sup_vit_cifar10.sh		run_sup_vit_cifar10.sh
run_supcon_res_cifar10.sh		run_supcon_res_cifar10.sh
run_uniformity.sh		run_uniformity.sh
setup.py		setup.py
voc_segm_downstream.py		voc_segm_downstream.py

Provide feedback