Alternatives and similar repositories for SSL-vs-SSL-benchmark

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

• YtongXie / UniMiSS-code
  [ECCV2022&TPAMI] Official pytorch implementation of UniMiSS & UniMiSS+
  ☆68Updated 6 months ago
• windstormer / AME-CAM
  ☆25Updated 2 months ago
• maxwell0027 / PEFAT
  [CVPR2023]PEFAT: Boosting Semi-supervised Medical Image Classification via Pseudo-loss Estimation and Feature Adversarial Training
  ☆51Updated last year
• ccarliu / m3ae
  ☆14Updated 7 months ago
• HealthX-Lab / BiomedCoOp
  [CVPR 2025] Official implementation of BiomedCoOp
  ☆48Updated 2 months ago
• YazhouZhu19 / RPT
  [MICCAI 2023] Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer
  ☆55Updated 3 months ago
• Herschel555 / CAML
  repository for CAML: Correlation-aware mutual learning for semi-supervised medical image segmentation
  ☆36Updated 2 years ago
• VivienLu / UPCoL
  [MICCAI-2023] Official Implementation for "UPCoL: Uncertainty-informed Prototype Consistency Learning for Semi-supervised Medical Image S…
  ☆23Updated last year
• SakurajimaMaiii / ProtoKD
  [ICASSP 2023] Prototype Knowledge Distillation for Medical Segmentation with Missing Modality
  ☆51Updated 4 months ago
• ShishuaiHu / DCAC
  Code for [IEEE-TMI] Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation.
  ☆36Updated 2 years ago
• yaoppeng / TopoClassification
  ☆26Updated last year
• whq-xxh / SFADA-GTV-Seg
  (TMI-2024) Source-Free Active Domain Adaptation (SFADA) for GTV Segmentation across Multiple Hospitals
  ☆36Updated 5 months ago
• warmestwind / RAPNet
  ☆16Updated last month
• ZhangYH0502 / TA-DCL
  This is a multi-label classification method for medical images.
  ☆25Updated 2 years ago
• charlesyou999648 / ARCO
  [NeurIPS'23] Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective
  ☆25Updated 6 months ago
• jhl-Det / FLA-Net
  Official implementation for paper "Shifting More Attention to Breast Lesion Segmentation in Ultrasound Videos"
  ☆27Updated last year
• levayz / ProtoSAM
  Code implementation of ProtoSAM - One Shot Medical Image Segmentation with Foundationl Models
  ☆30Updated 7 months ago
• xmed-lab / CardiacNet
  ☆17Updated last month
• StefanoWoerner / medimeta-pytorch
  The medical imaging meta-learning toolbox allows to build models that learn to learn in a setting with diverse tasks. It also provides co…
  ☆41Updated last year
• wkklavis / DAPSAM
  ☆35Updated last month
• Kaiseem / SLAug
  [AAAI 2023] Official PyTorch implementation of the paper "SLAug: Rethinking Data Augmentation for Single-source Domain Generalization in …
  ☆74Updated 7 months ago
• ShishuaiHu / CCSDG
  Code for [MICCAI 2023 (Early Accept)] Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation.
  ☆32Updated last year
• cvszusparkle / AAS-DCL_FSS
  Dual Contrastive Learning for Few-shot Medical Image Segmentation
  ☆26Updated 2 years ago
• AiEson / CrossMatch
  CrossMatch: Enhance Semi-Supervised Medical Image Segmentation with Perturbation Strategies and Knowledge Distillation
  ☆35Updated 5 months ago
• siyi-wind / MDViT
  [MICCAI 2023] MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets (an official implementation)
  ☆40Updated last year
• XuzheZ / MAPSeg
  [CVPR2024] MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding an…
  ☆48Updated 4 months ago
• Binz-Chen / MICCAI2023_SSCL
  ☆14Updated last year
• MrGiovanni / ContinualLearning
  [MICCAI 2023] Continual Learning for Abdominal Multi-Organ and Tumor Segmentation
  ☆70Updated 10 months ago
• yeerwen / Awesome-Medical-Efficient-Fine-Tuning
  ☆25Updated 2 months ago
• Chen-Ziyang / VPTTA
  Code for [CVPR 2024] Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation.
  ☆60Updated 5 months ago