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Self-Sampling Meta SAM: Enhancing Few-shot Medical Image Segmentation with Meta-Learning

IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023

31 August 2023

Papers citing "Self-Sampling Meta SAM: Enhancing Few-shot Medical Image Segmentation with Meta-Learning"

11 / 11 papers shown

Semantic-Guided Diffusion Model for Single-Step Image Super-ResolutionInternational Joint Conference on Artificial Intelligence (IJCAI), 2025

Zihang Liu

Ying Tai

Hao Tang

254

11 May 2025

A Comprehensive Survey of Challenges and Opportunities of Few-Shot Learning Across Multiple Domains

Andrea Gajic

Sudip Vhaduri

OOD VLM

364

05 Apr 2025

PG-SAM: Prior-Guided SAM with Medical for Multi-organ Segmentation

493

23 Mar 2025

Task-Specific Knowledge Distillation from the Vision Foundation Model for Enhanced Medical Image Segmentation

199

10 Mar 2025

WeakMedSAM: Weakly-Supervised Medical Image Segmentation via SAM with Sub-Class Exploration and Prompt Affinity MiningIEEE Transactions on Medical Imaging (IEEE TMI), 2025

387

06 Mar 2025

TAVP: Task-Adaptive Visual Prompt for Cross-domain Few-shot Segmentation

315

31 Dec 2024

Adaptive Prompt Learning with SAM for Few-shot Scanning Probe Microscope Image Segmentation

165

16 Oct 2024

MedSAGa: Few-shot Memory Efficient Medical Image Segmentation using Gradient Low-Rank Projection in SAM

212

21 Jul 2024

How to build the best medical image segmentation algorithm using foundation models: a comprehensive empirical study with Segment Anything Model

374

15 Apr 2024

Unleashing the Potential of SAM for Medical Adaptation via Hierarchical Decoding

205

27 Mar 2024

Prior Guided Deep Difference Meta-Learner for Fast Adaptation to Stylized Segmentation

164

19 Nov 2022