Wouter Van Gansbeke

Multi-Task Learning for Dense Prediction Tasks: A Survey

Simon Vandenhende, Stamatios Georgoulis, Wouter Van Gansbeke et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 731 citations · Full text

Artificial Intelligence, Geometric Learning, Convolutional Neural Network +16

Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals

Wouter Van Gansbeke, Simon Vandenhende, Stamatios Georgoulis et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 222 citations

Scene Analysis, Engineering, Machine Learning +17

SCAN: Learning to Classify Images Without Labels

Wouter Van Gansbeke, Simon Vandenhende, Stamatios Georgoulis et al. · Lecture notes in computer science · 2020 · 147 citations · Full text

End-to-end Lane Detection through Differentiable Least-Squares Fitting

Wouter Van Gansbeke, Bert De Brabandere, Davy Neven et al. · 2019 · 38 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +17

Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations

Wouter Van Gansbeke, Simon Vandenhende, Stamatios Georgoulis et al. · arXiv (Cornell University) · 2021 · 34 citations · Full text

Contrastive Self-supervised Learning, Scene Analysis, Engineering +18