34 citations · 111 across the 11 of their papers we have counts for
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cs.CV2021★ 34 cited
Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations
Wouter Van Gansbeke, Simon Vandenhende, Stamatios Georgoulis +1
Contrastive self-supervised learning has outperformed supervised pretraining on many downstream tasks like segmentation and object detection. However, current methods are still pri…
cs.CV2021★ 5 cited
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals
Wouter Van Gansbeke, Simon Vandenhende, Stamatios Georgoulis +1
Being able to learn dense semantic representations of images without supervision is an important problem in computer vision. However, despite its significance, this problem remains…