Code for benchmark comparing self-supervised and semi-supervised deep classifiers for medical images
☆24May 8, 2026Updated 2 months ago
Alternatives and similar repositories for SSL-vs-SSL-benchmark
Users that are interested in SSL-vs-SSL-benchmark are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- S5CL: Unifying Fully-Supervised, Self-Supervised, and Semi-Supervised Learning Through Hierarchical Contrastive Learning☆17Jan 29, 2023Updated 3 years ago
- [ICCV 2023] Black Box Few-Shot Adaptation for Vision-Language models☆27May 14, 2024Updated 2 years ago
- TMI 2023: FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image Recognition☆12Mar 19, 2024Updated 2 years ago
- Code for the MLHC 2021 paper: A New Semi-supervised Learning Benchmark for Classifying View and Diagnosing Aortic Stenosis from Echocardi…☆15Aug 12, 2021Updated 4 years ago
- ☆19Jan 12, 2024Updated 2 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.
- [ICASSP 2025] Diffusion Features to Bridge Domain Gap for Semantic Segmentation☆18Nov 21, 2024Updated last year
- [NeurIPS'23] Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization☆19Aug 4, 2024Updated last year
- ☆20Jan 2, 2024Updated 2 years ago
- ☆19Aug 7, 2023Updated 2 years ago
- [CVPR2023]PEFAT: Boosting Semi-supervised Medical Image Classification via Pseudo-loss Estimation and Feature Adversarial Training☆53Jun 25, 2023Updated 3 years ago
- Diffusion-based Data Augmentation for Nuclei Image Segmentation (MICCAI 2023)☆23Oct 30, 2023Updated 2 years ago
- ☆22Apr 16, 2024Updated 2 years ago
- [NeurIPS'23] Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective☆30Nov 29, 2024Updated last year
- HybridMIM: A Hybrid Masked Image Modeling Framework for 3D Medical Image Segmentation☆23Mar 15, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆16Jun 14, 2024Updated 2 years ago
- PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillatio…☆26Jul 5, 2023Updated 3 years ago
- [MICCAI 2023] MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets (an official implementation)☆41Jan 12, 2024Updated 2 years ago
- Unofficial code for SENetV2 using torch and tensorflow☆10Dec 5, 2023Updated 2 years ago
- CXRMate: Longitudinal Data and a Semantic Similarity Reward for Chest X-Ray Report Generation☆19Feb 20, 2025Updated last year
- CVPR 2024 (Highlight)☆149Oct 20, 2024Updated last year
- ☆32Aug 9, 2023Updated 2 years ago
- PyTorch Implementation for InMaP☆12Oct 28, 2023Updated 2 years ago
- MICCAI 2023 DeCaF Best Paper Award: Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classifica…☆17Dec 2, 2023Updated 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.
- ☆11Dec 23, 2024Updated last year
- ☆38Mar 8, 2025Updated last year
- Early Accepted in MICCAI 2023☆12Jul 11, 2023Updated 3 years ago
- Audio-only Emotion Detection using Federated Learning☆10Dec 8, 2022Updated 3 years ago
- ☆36Updated this week
- ☆69Jan 23, 2024Updated 2 years ago
- Multi-Organ Foundation Model for Universal Ultrasound Image Segmentation with Task Prompt and Anatomical Prior☆15Sep 30, 2024Updated last year
- ☆13Dec 12, 2023Updated 2 years ago
- Multi-consistency for Semi-Supervised medical Image Segmentation with Diffusion Model☆10Feb 23, 2025Updated last year
- 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.
- ☆13Mar 25, 2021Updated 5 years ago
- Weighted Masks Fusion (WMF) - Ensembling for Instance Segmentation.☆11Aug 1, 2023Updated 2 years ago
- Data & Code for FEDD published @ MICCAI 23☆12Oct 11, 2023Updated 2 years ago
- CrossMatch: Enhance Semi-Supervised Medical Image Segmentation with Perturbation Strategies and Knowledge Distillation☆52Dec 10, 2025Updated 7 months ago
- Source code for MICCAI 2022 paper entitled: 'Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification'☆36Jan 13, 2023Updated 3 years ago
- DES-SAM: Distillation-Enhanced Semantic SAM☆13Jul 15, 2024Updated 2 years ago
- Multi-attention Guided Multi-task Learning Network for Automatic Gastric Tumor Segmentation and Lymph Node Classification☆45Jul 30, 2021Updated 4 years ago