2 papers
cs.CV2024
Whitening Consistently Improves Self-Supervised Learning
András Kalapos, Bálint Gyires-Tóth
Self-supervised learning (SSL) has been shown to be a powerful approach for learning visual representations. In this study, we propose incorporating ZCA whitening as the final laye…
cs.CV2022
Self-Supervised Pretraining for 2D Medical Image Segmentation
András Kalapos, Bálint Gyires-Tóth
Supervised machine learning provides state-of-the-art solutions to a wide range of computer vision problems. However, the need for copious labelled training data limits the capabil…