SOTAVerified

One-Shot Segmentation

Papers

Showing 2635 of 35 papers

TitleStatusHype
One-shot and Partially-Supervised Cell Image Segmentation Using Small Visual PromptCode0
One-Shot Segmentation of Novel White Matter Tracts via Extensive Data AugmentationCode0
Self-Supervised One-Shot Learning for Automatic Segmentation of StyleGAN ImagesCode0
Robust One-shot Segmentation of Brain Tissues via Image-aligned Style TransformationCode0
Generalized Organ Segmentation by Imitating One-shot Reasoning using Anatomical Correlation0
Contour Transformer Network for One-shot Segmentation of Anatomical StructuresCode0
LT-Net: Label Transfer by Learning Reversible Voxel-wise Correspondence for One-shot Medical Image Segmentation0
How to learn from unlabeled volume data: Self-Supervised 3D Context Feature Learning0
One-Shot Segmentation in ClutterCode0
CNN in MRF: Video Object Segmentation via Inference in A CNN-Based Higher-Order Spatio-Temporal MRF0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MaskNetIoU [32 distractors]65.6Unverified
2Siamese-U-NetIoU [32 distractors]62.4Unverified