The official repo for [MIDL'23 Oral] "Inherent Consistent Learning for Accurate Semi-supervised Medical Image Segmentation"
☆33Jun 24, 2024Updated last year
Alternatives and similar repositories for ICL
Users that are interested in ICL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [IJCAI 2023] Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation☆56May 14, 2024Updated 2 years ago
- [MedIA23] Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation☆30Sep 26, 2023Updated 2 years ago
- [NeurIPS'23] Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective☆30Nov 29, 2024Updated last year
- [MICCAI-2023] Official Implementation for "UPCoL: Uncertainty-informed Prototype Consistency Learning for Semi-supervised Medical Image S…☆24Feb 11, 2024Updated 2 years ago
- [MICCAI' 24] DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation☆66Dec 7, 2025Updated 6 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.
- ☆78Dec 29, 2023Updated 2 years ago
- repository for CAML: Correlation-aware mutual learning for semi-supervised medical image segmentation☆39Apr 12, 2023Updated 3 years ago
- Decoupled Consistency for Semi-supervised Medical Image Segmentation(MICCAI 2023)☆26Jun 27, 2023Updated 2 years ago
- [IPMI'23 && MICCAI'23] ACTION Family: Anatomical Contrast Distillation for Semi-supervised Medical Image Segmentation☆27Dec 3, 2023Updated 2 years ago
- Official Code for our MICCAI 2022 paper "Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation"☆134May 23, 2024Updated 2 years ago
- [IJCAI' 22] Uncertainty-Guided Pixel Contrastive Learning for Semi-Supervised Medical Image Segmentation.☆26Aug 4, 2022Updated 3 years ago
- ☆16Jul 12, 2024Updated last year
- Anatomically-aware Uncertainty for Semi-supervised Image Segmentation☆25Feb 18, 2024Updated 2 years ago
- CASF-Net: Cross-attention And Cross-scale Fusion Network for Medical Image Segmentation (Submitted)☆23Dec 25, 2022Updated 3 years 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.
- The code repo for "FUSSNet: Fusing Two Sources of Uncertainty forSemi-Supervised Medical Image Segmentation"☆14Mar 2, 2022Updated 4 years ago
- Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation☆24Jun 10, 2025Updated last year
- [IEEE TMI 2025] Dual Cross-image Semantic Consistency with Self-aware Pseudo Labeling for Semi- supervised Medical Image Segmentation☆18Aug 4, 2025Updated 10 months ago
- The official code for our BVM 2022 paper "Few-shot Unsupervised Domain Adaptation for Multi-modal Cardiac Image Segmentation"☆16Jul 15, 2023Updated 2 years ago
- ☆18Aug 7, 2023Updated 2 years ago
- [MICCAI 2023] DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion Delineation☆89Jun 27, 2024Updated last year
- [TMI'24] Translation Consistent Semi-supervised Segmentation for 3D Medical Images☆63Nov 23, 2024Updated last year
- ☆69Jan 23, 2024Updated 2 years ago
- SDCL: Students Discrepancy-Informed Correction Learning for Semi-supervised Medical Image Segmentation☆46Mar 21, 2026Updated 2 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 Pseudo label based contrastive learning joint training approach☆59Jan 2, 2022Updated 4 years ago
- ☆13Apr 21, 2023Updated 3 years ago
- ☆20Apr 15, 2023Updated 3 years ago
- ☆12Dec 17, 2024Updated last year
- ☆16May 23, 2025Updated last year
- Weak-Mamba-UNet: Visual Mamba Makes CNN and ViT Work Better for Scribble-based Medical Image Segmentation☆20May 22, 2024Updated 2 years ago
- MICCAI 2022: code for 'Shape-Aware Weakly/Semi-Supervised Optic Disc and Cup Segmentation with Regional/Marginal Consistency'☆17Jul 1, 2022Updated 3 years ago
- NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation☆114Jun 4, 2024Updated 2 years ago
- [ECCV'24] Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation☆52Jul 29, 2024Updated last year
- 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.
- [Nature Machine Intelligence Journal] Official pytorch implementation for Uncertainty-Guided Dual-Views for Semi-Supervised Volumetric M…☆78Jul 20, 2023Updated 2 years ago
- ☆46Oct 11, 2023Updated 2 years ago
- Fuzzy Positive Learning (CVPR2023)☆15Jul 25, 2024Updated last year
- Retinal blood vessel segmentation based on U-Net.☆13Apr 12, 2022Updated 4 years ago
- Code for "Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization"☆13Jul 14, 2021Updated 4 years ago
- MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation☆72May 14, 2024Updated 2 years ago
- Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation (CVPR 2023)☆221Jul 21, 2024Updated last year