YMarrakchi / CICLLinks
Code accompanying the paper "Fighting Class Imbalance with Contrastive Learning" (MICCAI2021)
☆10Updated 4 years ago
Alternatives and similar repositories for CICL
Users that are interested in CICL are comparing it to the libraries listed below
Sorting:
- IEEE TMI 2021☆17Updated 2 years ago
- The source code of 'Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification' (MICCAI 2021)☆19Updated 4 years ago
- [MICCAI'22] Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift☆21Updated 3 years ago
- Implementation related to the paper: Interpretability-guided Content-based Medical Image Retrieval☆12Updated 5 years ago
- Domain generalization benchmark for skin lesion recognition, MICCAI 2023☆20Updated last year
- [NIPS 2020] The code release of paper 'Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization'☆66Updated 5 years ago
- Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning☆15Updated 4 years ago
- vMFNet: Compositionality Meets Domain-generalised Segmentation☆16Updated 3 years ago
- Learning to Segment from Noisy Annotations: A Spatial Correction Approach☆20Updated 2 years ago
- MICCAI2021 Paper: Self-supervised visual representation learning for histopathological images☆27Updated 3 years ago
- [DALI 2022] "Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study" by Gregory Holste, Song Wang, Ziyu Jian…☆36Updated 3 years ago
- ☆34Updated 4 years ago
- [ISBI 2023] Official Implementation for Label-Assemble☆20Updated last year
- A collection of self-supervised papers in medical imaging.☆40Updated 4 years ago
- Code for the paper "Test-time adaptable neural networks for robust medical image segmentation"☆48Updated 5 years ago
- Official PyTorch implementation for paper Context Matters: Graph-based Self-supervised Representation Learning for Medical Images☆58Updated 3 years ago
- Code for paper: "Region Proposals for Saliency Map Refinement for Weakly-supervised Disease Localisation and Classification"☆15Updated 4 years ago
- Official repository for 'Risk of Bias in Chest Radiography Deep Learning Foundation Models'☆12Updated 2 years ago
- ☆13Updated 3 years ago
- [MICCAI 2023] ECL: Class-Enhancement Contrastive Learning for Long-tailed Skin Lesion Classification☆29Updated last year
- Official implementation for MICCAI 2021 paper "Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching"☆50Updated 2 years ago
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆37Updated 4 years ago
- [MICCAI 2023, top 14%] Official repository of paper: Distilling BlackBox to Interpretable models for Efficient Transfer Learning☆18Updated 5 months ago
- Official code for "Probabilistic Concept Bottleneck Models (ICML 2023)"☆19Updated 2 years ago
- An Official Implementation for the Paper 'Point Beyond Class: A Benchmark for Weakly Semi-Supervised Abnormality Localization in Chest X-…☆17Updated 3 years ago
- [TMI 2024] Harvard Glaucoma Fairness (Harvard-GF): A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization☆10Updated last year
- S5CL: Unifying Fully-Supervised, Self-Supervised, and Semi-Supervised Learning Through Hierarchical Contrastive Learning☆16Updated 2 years ago
- [TMI'20] Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model☆133Updated 4 years ago
- [IEEE TMI'22] DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images☆19Updated 2 years ago
- [ICCV 2023] Harvard Glaucoma Detection and Progression: A Multimodal Multitask Dataset and Generalization-Reinforced Semi-Supervised Lear…☆24Updated last year