Can Unlabelled Data Improve AI Applications? A Comparative Study on Self-Supervised Learning in Computer Vision

Markus Bauer, Christoph Augenstein. Can Unlabelled Data Improve AI Applications? A Comparative Study on Self-Supervised Learning in Computer Vision. In Maria Ganzha, Leszek A. Maciaszek, Marcin Paprzycki, Dominik Slezak, editors, Proceedings of the 18th Conference on Computer Science and Intelligence Systems, FedCSIS 2023, Warsaw, Poland, September 17-20, 2023. Volume 35 of Annals of Computer Science and Information Systems, pages 93-101, 2023. [doi]

Abstract

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