Wouter Van Gansbeke
Wouter Van Gansbeke
Unsupervised-Classification
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
Unsupervised-Semantic-Segmentation
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]
LaneDetection_End2End
End-to-end Lane Detection for Self-Driving Cars (ICCV 2019 Workshop)
Sparse-Depth-Completion
Predict dense depth maps from sparse and noisy LiDAR frames guided by RGB images. (Ranked 1st place on KITTI) [2019]
Self-Supervised-Learning-Overview
📜 Self-Supervised Learning from Images: Up-to-date reading list.
Revisiting-Contrastive-SSL
Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]
MaskDistill
Discovering Object Masks for Unsupervised Semantic Segmentation [2022]
High-Level-Synthesis
Convert C files into Verilog