Alternatives and similar repositories for Annotation-Free-Fewshot:

Users that are interested in Annotation-Free-Fewshot are comparing it to the libraries listed below

• xmindflow / MS-Former
  [MIDL 2023] MS-Former: Multi-Scale Self-Guided Transformer for Medical Image Segmentation
  ☆12Updated last year
• xmindflow / SSCT
  [ICCV 2023] Self-supervised Semantic Segmentation: Consistency over Transformation
  ☆20Updated last year
• xmindflow / FuseNet
  [ISBI 2024] FuseNet: Self-Supervised Dual-Path Network for Medical Image Segmentation
  ☆20Updated last year
• YazhouZhu19 / RPT
  [MICCAI 2023] Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer
  ☆46Updated 3 months ago
• hust-linyi / CAT-Net
  This is the official code of the paper "Few Shot Medical Image Segmentation with Cross Attention Transformer"
  ☆46Updated last year
• xmindflow / SSL-contrastive
  [ISBI 2024] Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning
  ☆23Updated last year
• cvszusparkle / AAS-DCL_FSS
  Dual Contrastive Learning for Few-shot Medical Image Segmentation
  ☆25Updated last year
• shenqq377 / Q-Net
  Python codes to implement Q-Net, a meta-learning method for few shot medical image segmentation
  ☆47Updated last year
• sha168 / ADNet
  Code for the paper "Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With Supervoxels".
  ☆31Updated 2 years ago
• wkklavis / DAPSAM
  ☆22Updated 3 months ago
• jhl-Det / FLA-Net
  Official implementation for paper "Shifting More Attention to Breast Lesion Segmentation in Ultrasound Videos"
  ☆25Updated last year
• zhuye98 / ICL
  The official repo for [MIDL'23 Oral] "Inherent Consistent Learning for Accurate Semi-supervised Medical Image Segmentation"
  ☆28Updated 6 months ago
• rezazad68 / transnorm
  transnorm
  ☆20Updated 2 years ago
• windstormer / AME-CAM
  ☆23Updated 11 months ago
• igip-liu / SLC-Net
  ☆43Updated last year
• DeepMed-Lab-ECNU / FS_MedSAM2
  ☆39Updated 3 months ago
• jcwang123 / xboundformer
  [TMI 2023] XBound-Former: Toward Cross-scale Boundary Modeling in Transformers
  ☆45Updated 2 years ago
• levayz / ProtoSAM
  Code implementation of ProtoSAM - One Shot Medical Image Segmentation with Foundationl Models
  ☆26Updated 3 months ago
• NKUhealong / H2Former
  ☆36Updated 6 months ago
• SLDGroup / G-CASCADE
  ☆57Updated 3 months ago
• xmindflow / MMCFormer
  [MIDL 2023] MMCFormer: Missing Modality Compensation Transformer for Brain Tumor Segmentation
  ☆16Updated last year
• DeepMed-Lab-ECNU / MagicNet
  MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery (CVPR 2023)
  ☆57Updated 2 months ago
• Lemonzhoumeng / SC-Net
  ☆12Updated 6 months ago
• jjjsyyy / PH-Net
  [CVPR2024] Officical implementation of PH-Net.
  ☆14Updated 6 months ago
• primebo1 / FAMNet
  [AAAI 25] FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation
  ☆17Updated this week
• Jiawei0o0 / mutual-learning-with-reliable-pseudo-labels
  ☆22Updated 3 months ago
• smallmax00 / Shape_aware_Weakly-Semi_ODOC_seg
  MICCAI 2022: code for 'Shape-Aware Weakly/Semi-Supervised Optic Disc and Cup Segmentation with Regional/Marginal Consistency'
  ☆17Updated 2 years ago
• lemoshu / AC-MT
  [MedIA23] Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation
  ☆22Updated last year
• JuzhengMiao / CauSSL
  ☆24Updated last year
• xmed-lab / DHC
  MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation
  ☆56Updated 8 months ago