Few-Shot image segmentation
State-of-the-art leaderboards
Greatest papers with code
Unsupervised deep learning for Bayesian brain MRI segmentation
Unsupervised Learning for Image Registration
BRAIN IMAGE SEGMENTATION BRAIN SEGMENTATION FEW-SHOT IMAGE SEGMENTATION IMAGE REGISTRATION ZERO SHOT SEGMENTATION
Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning
• arnab39/FewShot_GAN-Unet3D
• 
In addition, our work presents a comprehensive analysis of different GAN architectures for semi-supervised segmentation, showing recent techniques like feature matching to yield a higher performance than conventional adversarial training approaches.
3D MEDICAL IMAGING SEGMENTATION BRAIN IMAGE SEGMENTATION BRAIN SEGMENTATION FEW-SHOT IMAGE SEGMENTATION SEMI-SUPERVISED SEMANTIC SEGMENTATION