Alternatives and similar repositories for SVLS

Users that are interested in SVLS are comparing it to the libraries listed below

• neerakara / test-time-adaptable-neural-networks-for-domain-generalization
  Code for the paper "Test-time adaptable neural networks for robust medical image segmentation"
  ☆47Updated 5 years ago
• moucheng2017 / Med-Noisy-Labels
  [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images
  ☆73Updated 2 years ago
• vios-s / DGNet
  Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation
  ☆36Updated 3 years ago
• cherise215 / MaxStyle
  [MICCAI 2022] MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation
  ☆33Updated 2 years ago
• mathilde-b / TTA
  ☆28Updated 2 years ago
• cchen-cc / SFDA-DPL
  [MICCAI'21] Source-Free domain adaptive fundus image segmentation with denoised pseudo-labeling
  ☆59Updated 3 years ago
• gigantenbein / UNet-Zoo
  Different U-Net implementations featuring a vanilla U-Net, probabilistic U-Net and PHiSeg. Each with a reversible variant aswell.
  ☆23Updated 2 years ago
• vios-s / vMFNet
  vMFNet: Compositionality Meets Domain-generalised Segmentation
  ☆16Updated 3 years ago
• xxxliu95 / DGNet
  Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation
  ☆35Updated 3 years ago
• med-air / DLTTA
  [IEEE TMI'22] DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images
  ☆19Updated 2 years ago
• FupingWu90 / CFDnet
  domain adaptation with CF distance for medical image segmentation
  ☆27Updated 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
• jusiro / fewshot-finetuning
  [MedIA'25] Towards foundation models and few-shot parameter-efficient fine-tuning for volumetric organ segmentation.
  ☆39Updated 3 months ago
• cheng-01037 / Causality-Medical-Image-Domain-Generalization
  [IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)
  ☆104Updated 2 years ago
• elchiou / DA
  Harnessing Uncertainty in Domain Adaptation for MRI Prostate Lesion Segmentation
  ☆18Updated 4 years ago
• zzdxjtu / S-cuda
  Code for S-cuda: Self-Cleansing Unsupervised Domain Adaptation for Medical Image Segmentation
  ☆28Updated 4 years ago
• GJiananChen / MICCAI2021-OpenReviewAnalysis
  Starting from MICCAI 2021, all accepted papers and their corresponding reviews are publicly available on OpenReview. This repo contains s…
  ☆57Updated 3 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 3 months ago
• WinstonHuTiger / 2D_VAE_UDA_for_3D_sythesis
  Pytorch implementation of MICCAI-2022 paper, Domain-adaptive 3D Medical Image Synthesis: An Efficient Unsupervised Approach https://arxiv…
  ☆22Updated 3 years ago
• MediaBrain-SJTU / BE-SSL
  Codes for our paper "Boundary-Enhanced Self-Supervised Learningfor Brain Structure Segmentation"
  ☆23Updated 2 years ago
• poiuohke / UDC-Net
  Code for Dual-Consistency Semi-Supervised Learningwith Uncertainty Quantification for COVID-19Lesion Segmentation from CT Images
  ☆29Updated 3 years ago
• xmed-lab / OEEM
  MICCAI 2022: Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images
  ☆34Updated 2 years ago
• lambert-x / CateNorm
  The official implementation of "CateNorm: Categorical Normalization for Robust Medical Image Segmentation"
  ☆32Updated 2 years ago
• emma-sjwang / Dofe
  code for TMI DoFE: Domain-oriented Feature Embeddingfor Generalizable Fundus Image Segmentationon Unseen Datasets
  ☆61Updated 3 years ago
• LWHYC / OneShot_WeaklySeg
  ☆29Updated 2 years ago
• jizongFox / Self-paced-Contrastive-Learning
  Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels for neurips 2021
  ☆28Updated 2 years ago
• gaurav104 / WSS-CMER
  Code for the paper : "Weakly supervised segmentation with cross-modality equivariant constraints", available at https://arxiv.org/pdf/210…
  ☆20Updated 2 years ago
• dewenzeng / positional_cl
  code for paper Positional Contrastive Learning for Volumetric Medical Image Segmentation
  ☆59Updated 11 months ago
• fhaghighi / DiRA
  Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysi…
  ☆103Updated last year
• HKervadec / segmentation_viewer
  A really simple tool to visualize different segmentation results
  ☆18Updated 6 months ago