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Matthaeus Kleindessner

2 accepted papers

2023

Unsupervised Semantic Segmentation with Self-supervised Object-centric Representations

ICLR 2023top-25%

In this paper, we show that recent advances in self-supervised representation learning enable unsupervised object discovery and semantic segmentation with a performance that matches the state of the field on supervised semantic segmentation 10 years ago. We propose a methodology based on unsupervise…