manuel-tran / s5clLinks
S5CL: Unifying Fully-Supervised, Self-Supervised, and Semi-Supervised Learning Through Hierarchical Contrastive Learning
☆17Updated 2 years ago
Alternatives and similar repositories for s5cl
Users that are interested in s5cl are comparing it to the libraries listed below
Sorting:
- ☆30Updated last year
- PyTorch implementation of GCMAE☆36Updated last year
- ☆13Updated 2 years ago
- [MedIA'22] Instance Importance-Aware Graph Convolutional Network for 3D Medical Diagnosis☆17Updated 3 years ago
- Code for Dual-Consistency Semi-Supervised Learningwith Uncertainty Quantification for COVID-19Lesion Segmentation from CT Images☆29Updated 3 years ago
- Domain generalization benchmark for skin lesion recognition, MICCAI 2023☆20Updated last year
- Pytorch implementation of our paper accepted by NCA2021 -- Hierarchical Deep Network with Uncertainty aware Semi-supervised Learning for …☆12Updated 2 years ago
- [AAAI 2022 Oral] Separate Contrastive Learning for Organs-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation☆15Updated 3 years ago
- Official PyTorch implementation for paper Context Matters: Graph-based Self-supervised Representation Learning for Medical Images☆59Updated 2 years ago
- Code for paper "Evidence fusion with contextual discounting for multi-modality medical image segmentation"☆17Updated 2 years ago
- The code of Modality-adaptive Feature Interaction for Brain Tumor Segmentation with Missing Modalities☆22Updated 3 years ago
- [MICCAI-2023] Official Implementation for "UPCoL: Uncertainty-informed Prototype Consistency Learning for Semi-supervised Medical Image S…☆23Updated last year
- MICCAI 2022: Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images☆34Updated 2 years ago
- Code for MICCAI2021 paper "OXnet: Deep Omni-supervised Thoracic DiseaseDetection from Chest X-rays"☆21Updated 3 years ago
- [ISBI 2023] Official Implementation for Label-Assemble☆19Updated last year
- [2024][MICCAI] LLM-guided Multi-modal Multiple Instance Learning for 5-year Overall Survival Prediction of Lung Cancer☆13Updated 9 months ago
- [ECCV2022&TPAMI] Official pytorch implementation of UniMiSS & UniMiSS+☆69Updated 8 months ago
- Code for the paper : "Weakly supervised segmentation with cross-modality equivariant constraints", available at https://arxiv.org/pdf/210…☆20Updated 2 years ago
- Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels for neurips 2021☆28Updated 2 years ago
- ☆34Updated 3 years ago
- [MICCAI 2023, top 14%] Official repository of paper: Distilling BlackBox to Interpretable models for Efficient Transfer Learning☆18Updated last week
- ☆28Updated 2 years ago
- IEEE TMI 2021☆17Updated 2 years ago
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆36Updated 3 years ago
- ☆18Updated 3 years ago
- [TMI'2022] SASSL☆14Updated 2 years ago
- ☆21Updated 3 years ago
- ☆39Updated 3 years ago
- Code for S-cuda: Self-Cleansing Unsupervised Domain Adaptation for Medical Image Segmentation☆28Updated 4 years ago
- ☆28Updated 3 years ago