Alternatives and similar repositories for SSM-SAM

Users that are interested in SSM-SAM are comparing it to the libraries listed below

• wkklavis / DAPSAM
  ☆35Updated 2 months ago
• YazhouZhu19 / RPT
  [MICCAI 2023] Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer
  ☆55Updated 3 months ago
• hust-linyi / CAT-Net
  This is the official code of the paper "Few Shot Medical Image Segmentation with Cross Attention Transformer"
  ☆55Updated last year
• DeepMed-Lab-ECNU / FS_MedSAM2
  ☆55Updated 9 months ago
• xq141839 / ESP-MedSAM
  [ArXiv' 24] ESP-MedSAM: Efficient Self-Prompting SAM for Universal Domain-Generalized Medical Image Segmentation
  ☆52Updated 3 weeks ago
• levayz / ProtoSAM
  Code implementation of ProtoSAM - One Shot Medical Image Segmentation with Foundationl Models
  ☆31Updated 8 months ago
• primebo1 / FAMNet
  [AAAI 25] FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation
  ☆40Updated 2 months ago
• yifangao112 / DeSAM
  [MICCAI 2024] The official repository for DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation.
  ☆127Updated 5 months ago
• CUHK-AIM-Group / UN-SAM
  [MedIA'25] UN-SAM: Domain-Adaptive Self-Prompt Segmentation for Universal Nuclei Images
  ☆76Updated last month
• shenqq377 / Q-Net
  Python codes to implement Q-Net, a meta-learning method for few shot medical image segmentation
  ☆51Updated last year
• aleemsidra / SaLIP
  This repository contains the pytorch code for our CVPRW 2024 paper "Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero-s…
  ☆42Updated last year
• csyfjiang / M4oE
  ☆35Updated 4 months ago
• hritam-98 / PatchCL-MedSeg
  ☆55Updated last year
• takimailto / HiDiff
  ☆49Updated last year
• cnulab / MediCLIP
  Official implementation of "MediCLIP: Adapting CLIP for Few-shot Medical Image Anomaly Detection (MICCAI 2024 Early Accept)"
  ☆72Updated last year
• CUHK-AIM-Group / DiffRect
  [MICCAI' 24] DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation
  ☆49Updated 6 months ago
• Minimel / MedSAMWeakFewShotPromptAutomation
  Code for the paper "Automating MedSAM by Learning Prompts with Weak Few-Shot Supervision"
  ☆22Updated 7 months ago
• CVL-hub / GPRN
  [AAAI 2025] Official implement of SAM-Aware Graph Prompt Reasoning Network for Cross-Domain Few-Shot Segmentation
  ☆22Updated 5 months ago
• King-HAW / GMS
  [AAAI 2025] Official repository of Generative Medical Segmentation
  ☆59Updated 6 months ago
• ZhenZHAO / AD-MT
  [ECCV'24] Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation
  ☆40Updated 10 months ago
• talshaharabany / AutoSAM
  AutoSAM: Adapting SAM to Medical Images by Overloading the Prompt Encoder
  ☆42Updated last year
• YazhouZhu19 / Partition-A-Medical-Image
  [IEEE TIM 2024] Partition A Medical Image: Extracting Multiple Representative Sub-Regions for Few-shot Medical Image Segmentation
  ☆16Updated 8 months ago
• xianlin7 / SAMCT
  ☆23Updated 2 months ago
• SPIresearch / EviPrompt
  ☆12Updated 7 months ago
• PeterYYZhang / few-shot-self-prompt-SAM
  This is the official repo for "Self-Prompting Large Vision Models for Few-Shot Medical Image Segmentation"
  ☆94Updated last week
• ChengyinLee / MulModSeg_2024
  Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating Training
  ☆17Updated 5 months ago
• zhuye98 / ICL
  The official repo for [MIDL'23 Oral] "Inherent Consistent Learning for Accurate Semi-supervised Medical Image Segmentation"
  ☆33Updated last year
• ZhenZHAO / iMAS
  [CVPR'23] Instance-specific and Model-adaptive Supervision for Semi-supervised Semantic Segmentation
  ☆40Updated last year
• sunfan-bvb / BoundaryDoULoss
  Code for Boundary Difference Over Union Loss For Medical Image Segmentation
  ☆54Updated last year
• xmindflow / SSCT
  [ICCV 2023] Self-supervised Semantic Segmentation: Consistency over Transformation
  ☆23Updated last year