Alternatives and similar repositories for SSL-contrastive

Users that are interested in SSL-contrastive are comparing it to the libraries listed below

• himashi92 / Co-BioNet
  [Nature Machine Intelligence Journal] Official pytorch implementation for Uncertainty-Guided Dual-Views for Semi-Supervised Volumetric M…
  ☆75Updated 2 years ago
• xmed-lab / DHC
  MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation
  ☆65Updated last year
• Jiawei0o0 / mutual-learning-with-reliable-pseudo-labels
  ☆39Updated last year
• lemoshu / AC-MT
  [MedIA23] Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation
  ☆29Updated 2 years ago
• igip-liu / SLC-Net
  ☆45Updated 2 years ago
• kaland313 / SSL-MedSeg
  Official implementation of our paper "Self-Supervised Pretraining for 2D Medical Image Segmentation"
  ☆48Updated last year
• AISIGSJTU / SSVS
  Project page of the paper 'Self-Supervised Vessel Segmentation via Adversarial Learning'
  ☆42Updated 4 years ago
• yyliu01 / TraCoCo
  [TMI'24] Translation Consistent Semi-supervised Segmentation for 3D Medical Images
  ☆60Updated last year
• yezi-66 / IFE
  The code for our newly accepted paper in MICCAI 2023: "Instructive Feature Enhancement for Dichotomous Medical Image Segmentation."
  ☆41Updated 2 years ago
• himashi92 / Duo-SegNet
  [MICCAI2021] This is an official PyTorch implementation for "Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segment…
  ☆51Updated 4 years ago
• sunfan-bvb / BoundaryDoULoss
  Code for Boundary Difference Over Union Loss For Medical Image Segmentation
  ☆60Updated 2 years 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 3 years ago
• ShinkaiZ / CLCC-semi
  ISBI 2022: Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation.
  ☆47Updated 3 years ago
• HiLab-git / PA-Seg
  PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillatio…
  ☆23Updated 2 years ago
• xmindflow / FuseNet
  [ISBI 2024] FuseNet: Self-Supervised Dual-Path Network for Medical Image Segmentation
  ☆22Updated 2 years ago
• risc-mi / braintumor-ddpm
  Using learned visual representations from diffusion models for brain tumor segmentation.
  ☆20Updated 2 years ago
• moucheng2017 / EM-BPL-Semi-Seg
  [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation
  ☆40Updated 6 months ago
• krishnabits001 / pseudo_label_contrastive_training
  Code for Pseudo label based contrastive learning joint training approach
  ☆58Updated 3 years ago
• BWGZK / ShapePU
  [MICCAI 2022] ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation
  ☆37Updated 3 years ago
• HiLab-git / CDMA
  offical code for: Semi-supervised Pathological Image Segmentation via Cross Distillation of Multiple Attentions. MICCAI 2023.
  ☆57Updated last year
• tyb311 / SkelCon
  PyTorch implementation for our paper on TMI2022: Retinal Vessel Segmentation with Skeletal Prior and Contrastive Loss
  ☆59Updated 9 months ago
• rezazad68 / smunet
  SMU-Net]{SMU-Net: Style matching U-Net for brain tumor segmentation with missing modalities
  ☆34Updated 3 years ago
• Cocofeat / TBraTS
  【MICCAI 2022】"TBraTS: Trusted Brain Tumor Segmentation"
  ☆59Updated last year
• cheng-01037 / Causality-Medical-Image-Domain-Generalization
  [IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)
  ☆109Updated 3 years ago
• xmindflow / MMCFormer
  [MIDL 2023] MMCFormer: Missing Modality Compensation Transformer for Brain Tumor Segmentation
  ☆20Updated 2 years ago
• charlesyou999648 / ACTION
  [IPMI'23 && MICCAI'23] ACTION Family: Anatomical Contrast Distillation for Semi-supervised Medical Image Segmentation
  ☆27Updated 2 years ago
• wxfaaaaa / DCNet
  Decoupled Consistency for Semi-supervised Medical Image Segmentation(MICCAI 2023)
  ☆26Updated 2 years ago
• koncle / CoraNet
  ☆56Updated 3 years ago
• PerceptionComputingLab / SCC
  [CMIG‘2022] [Pytorch]A Contrastive Consistency Semi-supervised Left Atrium Segmentation Model
  ☆15Updated 3 years ago
• shenqq377 / Q-Net
  Python codes to implement Q-Net, a meta-learning method for few shot medical image segmentation
  ☆52Updated 2 years ago