1. Self Supervised Learning Overview
📜 Self-Supervised Learning from Images: Up-to-date reading list.
2. Unsupervised Classification
SCAN: Learning to Classify Images without Labels (ECCV 2020), incl. SimCLR.
3. Lanedetection end2end
End-to-end Lane Detection for Self-Driving Cars (ICCV 2019 Workshop)
4. Sparse Depth Completion
Predict dense depth maps from sparse and noisy LiDAR frames guided by RGB images. (Ranked 1st place on KITTI)
5. Revisiting-Contrastive-SSL
Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]
1-5 of 5 user projects