Wouter Van Gansbeke

Results 8 repositories owned by Wouter Van Gansbeke

Unsupervised-Classification

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SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

Unsupervised-Semantic-Segmentation

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Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]

LaneDetection_End2End

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End-to-end Lane Detection for Self-Driving Cars (ICCV 2019 Workshop)

Sparse-Depth-Completion

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Predict dense depth maps from sparse and noisy LiDAR frames guided by RGB images. (Ranked 1st place on KITTI) [2019]

Self-Supervised-Learning-Overview

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📜 Self-Supervised Learning from Images: Up-to-date reading list.

Revisiting-Contrastive-SSL

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Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]

MaskDistill

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Discovering Object Masks for Unsupervised Semantic Segmentation [2022]