S5CL: Unifying Fully-Supervised, Self-Supervised, and Semi-Supervised Learning Through Hierarchical Contrastive Learning
☆17Jan 29, 2023Updated 3 years ago
Alternatives and similar repositories for s5cl
Users that are interested in s5cl 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 2021 : Self-Supervised Correction Learning for Semi-Supervised Biomedical Image Segmentation (Pytorch implementation).☆26Jan 12, 2023Updated 3 years ago
- Official code for "Improving Self-supervised Learning with Hardness-aware Dynamic Curriculum Learning: An Application to Digital Patholog…☆17Oct 15, 2021Updated 4 years ago
- ☆40Apr 11, 2022Updated 4 years ago
- Code for benchmark comparing self-supervised and semi-supervised deep classifiers for medical images☆24May 8, 2026Updated 2 months ago
- ☆11Feb 7, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆14Nov 2, 2020Updated 5 years ago
- ☆60Jun 5, 2022Updated 4 years ago
- A deep semi-supervised method (UATS) for medical segmentation☆14Jul 18, 2024Updated last year
- Semi-Supervised Neuron Segmentation via Reinforced Consistency Learning☆32May 28, 2022Updated 4 years ago
- The code repo for "FUSSNet: Fusing Two Sources of Uncertainty forSemi-Supervised Medical Image Segmentation"☆14Mar 2, 2022Updated 4 years ago
- [CMIG‘2022] [Pytorch]A Contrastive Consistency Semi-supervised Left Atrium Segmentation Model☆15Sep 8, 2022Updated 3 years ago
- Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)☆86Feb 6, 2024Updated 2 years ago
- Semi-Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation☆10Jun 29, 2021Updated 5 years ago
- LiverCancerAssistant☆10Mar 24, 2020Updated 6 years ago
- 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.
- Official implementation of "Weakly-supervised positional contrastive learning: application to cirrhosis classification", MICCAI 2023☆11Dec 16, 2025Updated 6 months ago
- This repository is an unoffical PyTorch implementation of Semi-Supervised Learning on Medical Segmentation in 2D and 3D.☆51May 14, 2022Updated 4 years ago
- Official Code for our MedIA paper "Mutual Consistency Learning for Semi-supervised Medical Image Segmentation" (ESI Highly Cited Paper)☆189Jul 10, 2023Updated 2 years ago
- A python (PyTorch) implementation of Shadow-consistent Semi-supervised Learning (SCO-SSL) method for prostate ultrasound segmentation☆20Nov 5, 2024Updated last year
- ☆70Jan 23, 2024Updated 2 years ago
- [MIDL 2023] MS-Former: Multi-Scale Self-Guided Transformer for Medical Image Segmentation☆16Jul 10, 2023Updated 2 years ago
- [MICCAI-2023] Official Implementation for "UPCoL: Uncertainty-informed Prototype Consistency Learning for Semi-supervised Medical Image S…☆24Feb 11, 2024Updated 2 years ago
- [TMI'20] Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model☆135Feb 9, 2021Updated 5 years ago
- ☆13Nov 22, 2023Updated 2 years ago
- 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.
- ☆26Jul 16, 2024Updated last year
- Radiomics (here mainly means hand-crafted based radiomics) contains data acquire, ROI segmentation, feature extraction, feature selection…☆45Dec 26, 2021Updated 4 years ago
- [MICCAI 2021] The official code for "TumorCP: A Simple but Effective Object-Level Data Augmentation for Tumor Segmentation"☆19Nov 7, 2022Updated 3 years ago
- [MedIA23] Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation☆31Sep 26, 2023Updated 2 years ago
- ☆22Dec 3, 2021Updated 4 years ago
- ISBI 2022: Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation.☆47Oct 27, 2022Updated 3 years ago
- Example Code for Self-Supervised Feature Learning in Medical Volume Scans☆14Sep 20, 2019Updated 6 years ago
- Pytorch implementation for paper "Bounding Box Tightness Prior for Weakly Supervised Image Segmentation" published in MICCAI 2021☆24Oct 15, 2022Updated 3 years ago
- Domain generalization benchmark for skin lesion recognition, MICCAI 2023☆20Feb 13, 2024Updated 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.
- ☆67Dec 16, 2022Updated 3 years ago
- RMarkdown templates and ggplot themes for RTL Languages☆15Dec 13, 2021Updated 4 years ago
- Efficient Approach for Guided Local Examination in Digital Pathology☆37Apr 26, 2026Updated 2 months ago
- ☆49Apr 28, 2026Updated 2 months ago
- ☆16Oct 9, 2020Updated 5 years ago
- Boundary-aware Contrastive Learning for Semi-supervised Nuclei Instance Segmentation, MIDL.☆11Mar 20, 2024Updated 2 years ago
- [PRCV'21] The official code for "Dual-Task Mutual Learning for Semi-Supervised Medical Image Segmentation"☆29Mar 1, 2022Updated 4 years ago