Alternatives and similar repositories for uLLSAM

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

• Chen-Ziyang / VPTTA
  Code for [CVPR 2024] Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation.
  ☆75Updated last year
• wkklavis / DAPSAM
  ☆44Updated 9 months ago
• yeerwen / Awesome-Medical-Efficient-Fine-Tuning
  ☆32Updated 10 months ago
• zwyang6 / MoRe
  [AAAI2025] MoRe: Class Patch Attention Needs Regularization for Weakly Supervised Semantic Segmentation
  ☆20Updated last year
• Matt-Su / DR-Adapter
  ☆21Updated last year
• zwyang6 / SeCo
  [CVPR2024] Separate and Conquer: Decoupling Co-occurrence via Decomposition and Representation for Weakly Supervised Semantic Segmentatio…
  ☆79Updated last year
• xmed-lab / ToMo-UDA
  [ICML' 24] Unsupervised Domain Adaptation for Anatomical Structure Detection in Ultrasound Images.
  ☆11Updated last year
• WenRuxue / DeTTA
  ☆26Updated 2 years ago
• cvlab-stonybrook / Large-Image-Diffusion
  CVPR 2024: Learned representation-guided diffusion models for large-image generation
  ☆58Updated last year
• ZhenZHAO / iMAS
  [CVPR'23] Instance-specific and Model-adaptive Supervision for Semi-supervised Semantic Segmentation
  ☆42Updated 2 years ago
• niejiahao1998 / IFA
  ☆32Updated last year
• OliverRensu / MVG
  ☆59Updated last year
• AiEson / CrossMatch
  CrossMatch: Enhance Semi-Supervised Medical Image Segmentation with Perturbation Strategies and Knowledge Distillation
  ☆49Updated last month
• Chen-Ziyang / GraTa
  Code for [AAAI 2025] Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation.
  ☆20Updated last year
• EndoluminalSurgicalVision-IMR / PASS
  [IEEE TMI 2024] PASS: Prompt tuning for both styles and semantic shapes
  ☆20Updated 11 months ago
• shaoshitong / DiffuseExpand
  [IJCAI 2023 workshop]Expanding dataset for 2D medical image segmentation using diffusion models
  ☆15Updated 2 years ago
• MrGiovanni / ContinualLearning
  [MICCAI 2023] Continual Learning for Abdominal Multi-Organ and Tumor Segmentation
  ☆77Updated last year
• King-HAW / GMS
  [AAAI 2025] Official repository of Generative Medical Segmentation
  ☆69Updated 3 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"
  ☆102Updated 7 months ago
• ShawnHuang497 / BiRD
  The official repository of paper named 'A Refer-and-Ground Multimodal Large Language Model for Biomedicine'
  ☆34Updated last year
• JayParanjape / biastuning
  biastuning for SAM on medical datasets
  ☆48Updated last year
• GuanGui-nju / SAA
  Code and Model For SAA
  ☆12Updated 2 years ago
• MrGiovanni / TextoMorph
  [IEEE TMI] Tumor synthesis leveraging medical reports.
  ☆45Updated last week
• 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…
  ☆51Updated last year
• HealthX-Lab / BiomedCoOp
  [CVPR 2025] Official implementation of BiomedCoOp
  ☆110Updated 7 months ago
• YazhouZhu19 / RPT
  [MICCAI 2023] Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer
  ☆63Updated 10 months ago
• yoon307 / CTI
  Official code for Class Tokens Infusion for Weakly Supervised Semantic Segmentation, CVPR2024
  ☆22Updated last year
• ycwu1997 / D-Persona
  Official Code for our CVPR 2024 Paper "Diversified and Personalized Multi-rater Medical Image Segmentation" (Highlight)
  ☆87Updated 2 months ago
• BioMedIA-MBZUAI / CoReEcho
  ☆17Updated last year
• yeerwen / MedCoSS
  CVPR 2024 (Highlight)
  ☆144Updated last year