Effective Representation Learning via The Integrated Self-Supervised Pre-training models of StyleGAN2-ADA and DINO for Colonoscopy Images
Jong‐Yeup Kim, Gayrat Tangriberganov, Woochul Jung, Dae Sung Kim, Hoon Sup Koo, Suehyun Lee, Sun Moon Kim
The paper combines StyleGAN2-ADA and DINO for self-supervised pre-training to learn representations from colonoscopy images without annotated data.
bioRxiv · Jun 15, 2022 · PreprintBioinformatics