Alternatives and similar repositories for VPTTA

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

• Chen-Ziyang / GraTa

  View on GitHub
  Code for [AAAI 2025] Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation.
  ☆21Dec 17, 2024Updated last year
• EndoluminalSurgicalVision-IMR / PASS

  View on GitHub
  [IEEE TMI 2024] PASS: Prompt tuning for both styles and semantic shapes
  ☆21Feb 12, 2025Updated last year
• ShishuaiHu / ProSFDA

  View on GitHub
  Code for [Pattern Recognition] Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation.
  ☆29Apr 22, 2025Updated 9 months ago
• jhl-Det / FLA-Net

  View on GitHub
  Official implementation for paper "Shifting More Attention to Breast Lesion Segmentation in Ultrasound Videos"
  ☆32Nov 7, 2023Updated 2 years ago
• logan-0623 / PG-SAM

  View on GitHub
  Efficient Semantic Fine-grained Prior Generation and Refinement Decoder Based on SAM for Improved Multi-organ Segmentation
  ☆20Mar 26, 2025Updated 10 months ago
• yuanyige / tea

  View on GitHub
  [CVPR 2024] TEA: Test-time Energy Adaptation
  ☆71Feb 28, 2024Updated last year
• Chen-Ziyang / TriD

  View on GitHub
  Code for [MICCAI 2023] Treasure in Distribution: A Domain Randomization based Multi-Source Domain Generalization for 2D Medical Image Seg…
  ☆44Feb 4, 2025Updated last year
• XuzheZ / MAPSeg

  View on GitHub
  [CVPR2024] MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding an…
  ☆58Jan 20, 2025Updated last year
• Melon-Xu / TopoSemiSeg

  View on GitHub
  The official implementation of "Semi-supervised Segmentation of Histopathology Images with Noise-Aware Topological Consistency".
  ☆13Jul 16, 2024Updated last year
• yangyang-69 / Prompt_sam_cryoPPP

  View on GitHub
  This study explored prompt-based learning to adapt the state-of-the-art image segmentation foundation model SAM for cryo-EM. Through tria…
  ☆12Apr 27, 2025Updated 9 months ago
• multimodallearning / DG-TTA

  View on GitHub
  DG-TTA
  ☆14Apr 3, 2025Updated 10 months ago
• xq141839 / De-LightSAM

  View on GitHub
  [TCSVT'25] De-LightSAM: Modality-Decoupled Lightweight SAM for Generalizable Medical Segmentation
  ☆74Nov 7, 2025Updated 3 months ago
• BIT-DA / DUSA

  View on GitHub
  [NeurIPS 2024] Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation
  ☆22Mar 15, 2025Updated 11 months ago
• xw1519 / Continual-Learning-Medical-Adaptation

  View on GitHub
  A Comprehensive Survey of Continual Learning in Medical Scenarios
  ☆20Sep 29, 2024Updated last year
• ZhenZHAO / DPMS

  View on GitHub
  Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image Segmentation
  ☆14Aug 15, 2023Updated 2 years ago
• yunbeizhang / DPCore

  View on GitHub
  [ICML 2025] DPCore: Dynamic Prompt Coreset for Continual Test-Time Adaptation
  ☆27Oct 18, 2025Updated 3 months ago
• BioMedIA-MBZUAI / Awesome-CL-in-Medical

  View on GitHub
  ☆33May 24, 2024Updated last year
• wenxi-yue / SurgicalSAM

  View on GitHub
  [AAAI2024] Official implementation of SurgicalSAM
  ☆125Jul 20, 2025Updated 6 months ago
• yeerwen / UniSeg

  View on GitHub
  MICCAI 2023 Paper (Early Acceptance)
  ☆190Nov 5, 2023Updated 2 years ago
• Cccccczh404 / H-SAM

  View on GitHub
  ☆131Jun 26, 2024Updated last year
• Anonymous-012 / SVDP

  View on GitHub
  [AAAI 2024] SVDP: Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction
  ☆32Apr 26, 2024Updated last year
• AlfredQin / STNet

  View on GitHub
  ☆17Jul 18, 2023Updated 2 years ago
• kdiAAA / TDA

  View on GitHub
  [CVPR 2024] Official Repository for "Efficient Test-Time Adaptation of Vision-Language Models"
  ☆114Jul 15, 2024Updated last year
• dengxl0520 / MemSAM

  View on GitHub
  [CVPR 2024 Oral] MemSAM: Taming Segment Anything Model for Echocardiography Video Segmentation.
  ☆186Aug 1, 2024Updated last year
• Hhankyangg / sam-unet

  View on GitHub
  sam-unet
  ☆40Aug 19, 2024Updated last year
• mr-eggplant / FOA

  View on GitHub
  Code for ICML 2024 paper (Oral) — Test-Time Model Adaptation with Only Forward Passes
  ☆95Aug 22, 2024Updated last year
• mazurowski-lab / single-image-test-time-adaptation

  View on GitHub
  Single-image test-time domain adaptation for segmentation models.
  ☆26Apr 16, 2024Updated last year
• MeteorElf / FundusExpert

  View on GitHub
  [ICCV2025] Constructing Ophthalmic MLLM for Positioning-diagnosis Collaboration Through Clinical Cognitive Chain Reasoning
  ☆23Nov 13, 2025Updated 3 months ago
• RichardObi / pre_post_synthesis

  View on GitHub
  Official repository for "Pre- to Post-Contrast Breast MRI Synthesis for Enhanced Tumour Segmentation"
  ☆12Jan 31, 2024Updated 2 years ago
• EvelynChee / LO2LN

  View on GitHub
  ☆11May 16, 2025Updated 9 months ago
• SooLab / SimCIS

  View on GitHub
  [CVPR2025] Rethinking Query-based Transformer for Continual Image Segmentation
  ☆41Jul 16, 2025Updated 7 months ago
• Yangsenqiao / vida

  View on GitHub
  [ICLR 2024] ViDA: Homeostatic Visual Domain Adapter for Continual Test Time Adaptation
  ☆71Apr 25, 2024Updated last year
• Jhyun17 / DeYO

  View on GitHub
  ☆30May 21, 2024Updated last year
• ImprintLab / one-prompt

  View on GitHub
  One-Prompt to Segment All Medical Images [CVPR 2024]
  ☆140Jun 14, 2024Updated last year
• yeerwen / MedCoSS

  View on GitHub
  CVPR 2024 (Highlight)
  ☆143Oct 20, 2024Updated last year
• VectorInstitute / pmc-data-extraction

  View on GitHub
  ☆15Jan 28, 2026Updated 2 weeks ago
• lydia-yllu / Diff-VPS

  View on GitHub
  ☆11Sep 12, 2024Updated last year
• GiantJun / CL_Pytorch

  View on GitHub
  an incremental learning framework
  ☆47Sep 9, 2023Updated 2 years ago
• MrGiovanni / OnlineLearning

  View on GitHub
  [MICCAI 2024] Embracing Massive Medical Data
  ☆19Jul 5, 2024Updated last year