Popular GitHub Repositories for Self Supervision

[ICCV 2019] Monocular depth estimation from a single image

Probing the representations of Vision Transformers.

[TNNLS] A Comprehensive Survey of Awesome Visual Transformer Literatures.

[ICCV 2019] Depth Hints are complementary depth suggestions which improve monocular depth estimation algorithms trained from stereo pairs

[ICML 2021] "Graph Contrastive Learning Automated" by Yuning You, Tianlong Chen, Yang Shen, Zhangyang Wang; [WSDM 2022] "Bringing Your Own View: Graph Contrastive Learning without Prefabricated Data Augmentations" by Yuning You, Tianlong Chen, Zhangyang Wang, Yang Shen

[ICML 2020] "When Does Self-Supervision Help Graph Convolutional Networks?" by Yuning You, Tianlong Chen, Zhangyang Wang, Yang Shen

[ICLR 2023] Link Prediction with Non-Contrastive Learning

This is the code for my master thesis.

A Collection of Data sets and Approaches to UAD in Brain MRI.