[CVPR 2026] Focus on Background: Exploring SAM’s Potential in Few-shot Medical Image Segmentation with Background-centric Prompting
☆44May 30, 2026Updated 2 months ago
Alternatives and similar repositories for FoB_SAM
Users that are interested in FoB_SAM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [MICCAI 2025] MAUP: Training-free Multi-center Adaptive Uncertainty-aware Prompting for Cross-domain Few-shot Medical Image Segmentation☆23Dec 16, 2025Updated 8 months ago
- [IEEE TMI 2026] Contrastive Graph Modeling for Cross-Domain Few-Shot Medical Image Segmentation☆25Dec 31, 2025Updated 7 months ago
- [IEEE TIP 2025] Cross-domain Few-shot Medical Image Segmentation via Dynamic Semantic Matching☆20Dec 23, 2025Updated 8 months ago
- 【AAAI 2026 Oral】The official implementation of "Divide-and-Conquer Decoupled Network for Cross-Domain Few-Shot Segmentation".☆28Apr 17, 2026Updated 4 months ago
- The official implementation of ICCV 25 OP-SAM "One Polyp Identifies All: One-Shot Polyp Segmentation with SAM via Cascaded Priors and Ite…☆16Jul 9, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆40Sep 3, 2024Updated last year
- FSMIS via GMRD☆21Dec 30, 2024Updated last year
- Pytorch Implementation of "Uncertainty-Aware Vision-Language Segmentation for Medical Imaging"☆21Jun 9, 2026Updated 2 months ago
- [ACMMM25] Crisp-sam2: Sam2 with cross-modal interaction and semantic prompting for multi-organ segmentation☆39Jul 6, 2025Updated last year
- ☆12Aug 15, 2024Updated 2 years ago
- [CVPR 2026] Official implementation of MedCLIPSeg☆77May 25, 2026Updated 3 months ago
- [AAAI 2025] Official implement of SAM-Aware Graph Prompt Reasoning Network for Cross-Domain Few-Shot Segmentation☆36Dec 31, 2024Updated last year
- Efficient Semantic Fine-grained Prior Generation and Refinement Decoder Based on SAM for Improved Multi-organ Segmentation☆22Mar 26, 2025Updated last year
- [ICCV 2025] Official Implementation of "ProLearn: Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driv…☆58Sep 12, 2025Updated 11 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [NeurIPS 2024] Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic Segmentation☆37May 22, 2025Updated last year
- ☆27Mar 14, 2024Updated 2 years ago
- RestNet: Boosting Cross-Domain Few-Shot Segmentation with Residual Transformation Network☆16Oct 10, 2023Updated 2 years ago
- This is the official implementation of SLM-SAM 2☆29Oct 29, 2025Updated 9 months ago
- The official repository for "One Model to Rule them All: Towards Universal Segmentation for Medical Images with Text Prompts"☆10Aug 16, 2024Updated 2 years ago
- ☆47Oct 27, 2025Updated 10 months ago
- Official Pytorch implementation of our paper "Few-Shot Adaptation of Training-Free Foundation Model for 3D Medical Image Segmentation"☆19Sep 5, 2025Updated 11 months ago
- This is the official code of the paper "Few Shot Medical Image Segmentation with Cross Attention Transformer"☆66Sep 27, 2023Updated 2 years ago
- DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning for Semi-supervised Medical Image Segmentation (CVPR 2025)☆70Aug 14, 2026Updated last week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Hybrid Mamba for Few-Shot Segmentation (NIPS 2024)☆44Oct 1, 2024Updated last year
- Datasets & Code for the WACV 2024 paper 'Robust Source-Free Domain Adaptation for Fundus Image Segmentation'☆13Jan 26, 2024Updated 2 years ago
- ☆21Mar 15, 2025Updated last year
- [CVPR Finding 2026] Unify the Views: View-Consistent Prototype Learning for Few-Shot Segmentation☆20Apr 23, 2026Updated 4 months ago
- The code of Lightweight RGB-D Salient Object Detection from a Speed-Accuracy Tradeoff Perspective☆23Jun 20, 2025Updated last year
- ☆15Jul 26, 2023Updated 3 years ago
- Official implementation of SegMoTE: Token-Level Mixture of Experts for Medical Image Segmentation (CVPR 2026)☆28Jun 2, 2026Updated 2 months ago
- [MICCAI 2025] Official code for "Pre-Trained LLM is a Semantic-Aware and Generalizable Segmentation Booster"☆60Oct 4, 2025Updated 10 months ago
- Code for WACV 2024, Self-Sampling Meta SAM: Enhancing Few-shot Medical Image Segmentation with Meta-Learning☆48Jun 5, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- [MedIA 2025] Official implementation of MedCLIP-SAMv2☆179Jul 20, 2025Updated last year
- ☆21Aug 27, 2025Updated last year
- ☆19Aug 7, 2023Updated 3 years ago
- SicTTA: Single Image Continual Test-Time Adaptation for Medical Image Segmentation☆18Dec 21, 2025Updated 8 months ago
- Official code for Foreground-Covering Prototype Generation and Matching for SAM-Aided Few-Shot Segmentation☆39Jan 22, 2025Updated last year
- [CVPR 2026] Official repository for "PFGNet: A Fully Convolutional Frequency-Guided Peripheral Gating Network for Efficient Spatiotempora…☆46May 28, 2026Updated 3 months ago
- MedSAM3: Delving into Segment Anything with Medical Concepts☆321Feb 6, 2026Updated 6 months ago