Wouter Van Gansbeke's repositories
Unsupervised-Classification
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
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]
Unsupervised-Semantic-Segmentation
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]
Self-Supervised-Learning-Overview
📜 Self-Supervised Learning from Images: Up-to-date reading list.
MaskDistill
Discovering Object Masks for Unsupervised Semantic Segmentation [2022]
Revisiting-Contrastive-SSL
Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]
High-Level-Synthesis
Convert C files into Verilog
Speech-Subband-Coding
Subband filtering with ADPCM
Audio-Speech
Build a cross-talk canceler and a speech recognizer
awesome-self-supervised-learning
A curated list of awesome self-supervised methods
Smart-Card-RSA
RSA alogrithm with hardware/software co-design