Unlocking the Power of SAM 2 for Few-Shot Segmentation (ICML 2025)
☆33May 21, 2025Updated last year
Alternatives and similar repositories for FSSAM
Users that are interested in FSSAM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆49Jan 14, 2025Updated last year
- Official code for Foreground-Covering Prototype Generation and Matching for SAM-Aided Few-Shot Segmentation☆39Jan 22, 2025Updated last year
- [MICCAI 2025] MAUP: Training-free Multi-center Adaptive Uncertainty-aware Prompting for Cross-domain Few-shot Medical Image Segmentation☆22Dec 16, 2025Updated 7 months ago
- [CVPR Finding 2026] Unify the Views: View-Consistent Prototype Learning for Few-Shot Segmentation☆19Apr 23, 2026Updated 2 months ago
- Hybrid Mamba for Few-Shot Segmentation (NIPS 2024)☆44Oct 1, 2024Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Few Shot Semantic Segmentation Meets SAM3☆44May 21, 2026Updated 2 months ago
- [IEEE TIP 2025] Cross-domain Few-shot Medical Image Segmentation via Dynamic Semantic Matching☆19Dec 23, 2025Updated 6 months ago
- Official Code for: "DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency"☆56Dec 26, 2025Updated 6 months ago
- Vision and Language Reference Prompt into SAM for Few-shot Segmentation☆35Apr 8, 2025Updated last year
- Official code for Pixel Matching Network.☆21Apr 18, 2024Updated 2 years ago
- This is the official implementation of SLM-SAM 2☆29Oct 29, 2025Updated 8 months ago
- [IEEE TMI 2024] Prototype-Guided Graph Reasoning Network for Few-Shot Medical Image Segmentation☆13Jun 13, 2025Updated last year
- NoLA Codebase☆28May 31, 2026Updated last month
- [CVPR 2026] Focus on Background: Exploring SAM’s Potential in Few-shot Medical Image Segmentation with Background-centric Prompting☆40May 30, 2026Updated last month
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆17Jun 3, 2025Updated last year
- [CVPR 2024] Official implementation of "VRP-SAM: SAM with Visual Reference Prompt"☆17Nov 17, 2025Updated 8 months ago
- [CVPR 2024] Official implementation of "VRP-SAM: SAM with Visual Reference Prompt"☆187Sep 27, 2024Updated last year
- FSMIS via GMRD☆21Dec 30, 2024Updated last year
- ☆22May 12, 2024Updated 2 years ago
- Self-Calibrated Cross Attention Network for Few-Shot Segmentation (ICCV'23)☆48Jul 3, 2024Updated 2 years ago
- Adaptive FSS has been Accepted by AAAI 2024. A Novel Few-Shot Segmentation Framework via Prototype Enhancement☆43Mar 11, 2024Updated 2 years ago
- The official implementation of ICCV 25 OP-SAM "One Polyp Identifies All: One-Shot Polyp Segmentation with SAM via Cascaded Priors and Ite…☆15Jul 9, 2025Updated last year
- Visual Prompt Augmentation☆40Dec 21, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Reproduction of MobileSAM using pytorch☆22Oct 27, 2023Updated 2 years ago
- Official implementation of SurgicalPart-SAM (SP-SAM)☆14Mar 26, 2024Updated 2 years ago
- Code for "Low Shot Box Correction for Weakly Supervised Object Detection"☆12Nov 22, 2022Updated 3 years ago
- The official implementation of "Semi-supervised Segmentation of Histopathology Images with Noise-Aware Topological Consistency".☆14Jul 16, 2024Updated 2 years ago
- [IEEE TMI 2026] Contrastive Graph Modeling for Cross-Domain Few-Shot Medical Image Segmentation☆22Dec 31, 2025Updated 6 months ago
- ☆27Aug 27, 2021Updated 4 years ago
- Parameter Efficient Fine-Tuning of Segment Anything Model☆35Jun 6, 2026Updated last month
- ☆35Jul 10, 2024Updated 2 years ago
- Official PyTorch Implementation of FS-SAM2☆27Nov 24, 2025Updated 7 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code for the paper "Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With Supervoxels".☆43Sep 26, 2022Updated 3 years ago
- ☆47Jan 1, 2026Updated 6 months ago
- Official code for the CVPR2019 workshop paper -- Scan-flood-Fill: an Efficient Automatic Precise Region Filling Algorithm for Complicated…☆17Jun 17, 2019Updated 7 years ago
- ☆12Nov 6, 2024Updated last year
- ☆38Jul 16, 2021Updated 5 years ago
- DMNet for Few-shot Segmentation☆33Nov 10, 2023Updated 2 years ago
- Code for the paper "Automating MedSAM by Learning Prompts with Weak Few-Shot Supervision", published at MICCAI-MedAGI workshop (2024)☆29Nov 25, 2024Updated last year