Code for benchmark comparing self-supervised and semi-supervised deep classifiers for medical images
☆24Mar 8, 2026Updated last month
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☆16Jan 29, 2023Updated 3 years ago
- [ICCV 2023] Black Box Few-Shot Adaptation for Vision-Language models☆27May 14, 2024Updated last year
- TMI 2023: FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image Recognition☆11Mar 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
- [ICASSP 2025] Diffusion Features to Bridge Domain Gap for Semantic Segmentation☆18Nov 21, 2024Updated last year
- 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.
- ☆36Mar 8, 2025Updated last year
- ☆19Jan 2, 2024Updated 2 years ago
- [CVPR2023]PEFAT: Boosting Semi-supervised Medical Image Classification via Pseudo-loss Estimation and Feature Adversarial Training☆53Jun 25, 2023Updated 2 years ago
- [NeurIPS'23] Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization☆20Aug 4, 2024Updated last year
- Diffusion-based Data Augmentation for Nuclei Image Segmentation (MICCAI 2023)☆23Oct 30, 2023Updated 2 years ago
- ☆18Aug 7, 2023Updated 2 years ago
- [NeurIPS'23] Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective☆30Nov 29, 2024Updated last year
- MICCAI 2023 DeCaF Best Paper Award: Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classifica…☆15Dec 2, 2023Updated 2 years ago
- [CVPR 2025] STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classifica…☆42Feb 21, 2026Updated last month
- 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.
- PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillatio…☆25Jul 5, 2023Updated 2 years ago
- ☆16May 25, 2023Updated 2 years ago
- The solution of MICCAI 2019 AASCE Challenge☆27May 2, 2021Updated 4 years ago
- PyTorch Implementation for InMaP☆11Oct 28, 2023Updated 2 years ago
- CVPR 2024 (Highlight)☆146Oct 20, 2024Updated last year
- CXRMate: Longitudinal Data and a Semantic Similarity Reward for Chest X-Ray Report Generation☆18Feb 20, 2025Updated last year
- GeoVLM-R1: Reinforcement Fine-Tuning for Improved Remote Sensing Reasoning☆28Mar 27, 2026Updated 2 weeks ago
- ☆11Dec 23, 2024Updated last year
- 二型糖尿病预测系统基于python和机器学习算法实现，使用django作为系统框架，通过模板渲染将数据以统计趋势的形式展现给用户，以深度学习的半监督GMM算法作为模型嵌入到系统中，完成对用户上传数据的处理，最终统计数据按时间以周报、月报和年报的形式展示给用户。☆14Oct 9, 2022Updated 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.
- ☆67Jan 23, 2024Updated 2 years ago
- Audio-only Emotion Detection using Federated Learning☆10Dec 8, 2022Updated 3 years ago
- Early Accepted in MICCAI 2023☆12Jul 11, 2023Updated 2 years ago
- ☆35Updated this week
- ☆11Feb 7, 2023Updated 3 years ago
- Reproducing and Improving CheXNet: Deep Learning for Chest X-ray Disease Classification☆17Mar 24, 2026Updated 3 weeks ago
- Multi-Organ Foundation Model for Universal Ultrasound Image Segmentation with Task Prompt and Anatomical Prior☆16Sep 30, 2024Updated last year
- DES-SAM: Distillation-Enhanced Semantic SAM☆13Jul 15, 2024Updated last year
- ☆13Dec 12, 2023Updated 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.
- The official implementation of ADDP (ICLR 2024)☆12Mar 27, 2024Updated 2 years ago
- ☆13Mar 25, 2021Updated 5 years ago
- ☆14Feb 17, 2024Updated 2 years ago
- Data & Code for FEDD published @ MICCAI 23☆12Oct 11, 2023Updated 2 years ago
- Source code for MICCAI 2022 paper entitled: 'Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification'☆36Jan 13, 2023Updated 3 years ago
- CVPR 2024, "C^2RV: Cross-Regional and Cross-View Learning for Sparse-View CBCT Reconstruction"☆46Mar 10, 2025Updated last year
- Multi-attention Guided Multi-task Learning Network for Automatic Gastric Tumor Segmentation and Lymph Node Classification☆44Jul 30, 2021Updated 4 years ago