YMarrakchi / CICLLinks
Code accompanying the paper "Fighting Class Imbalance with Contrastive Learning" (MICCAI2021)
☆10Updated 3 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)☆18Updated 3 years ago
- [MICCAI'22] Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift☆20Updated 2 years ago
- Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning☆15Updated 3 years ago
- Domain generalization benchmark for skin lesion recognition, MICCAI 2023☆20Updated last year
- Code for paper: "Region Proposals for Saliency Map Refinement for Weakly-supervised Disease Localisation and Classification"☆14Updated 4 years ago
- [NIPS 2020] The code release of paper 'Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization'☆66Updated 4 years ago
- An Official Implementation for the Paper 'Point Beyond Class: A Benchmark for Weakly Semi-Supervised Abnormality Localization in Chest X-…☆15Updated 2 years ago
- ☆34Updated 3 years ago
- MICCAI2021 Paper: Self-supervised visual representation learning for histopathological images☆29Updated 2 years ago
- Learning to Segment from Noisy Annotations: A Spatial Correction Approach☆20Updated 2 years ago
- Implementation related to the paper: Interpretability-guided Content-based Medical Image Retrieval☆12Updated 4 years ago
- S5CL: Unifying Fully-Supervised, Self-Supervised, and Semi-Supervised Learning Through Hierarchical Contrastive Learning☆17Updated 2 years ago
- Code for the paper https://arxiv.org/abs/2003.00827☆104Updated 3 years ago
- [MICCAI 2023, top 14%] Official repository of paper: Distilling BlackBox to Interpretable models for Efficient Transfer Learning☆18Updated last week
- [ISBI 2023] Official Implementation for Label-Assemble☆19Updated last year
- An official implementation of "On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal Rep…☆9Updated last year
- vMFNet: Compositionality Meets Domain-generalised Segmentation☆16Updated 3 years ago
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆36Updated 3 years ago
- Jhhuangkay / DeepOpht-Medical-Report-Generation-for-Retinal-Images-via-Deep-Models-and-Visual-Explanation☆39Updated 5 months ago
- Code for the paper "Test-time adaptable neural networks for robust medical image segmentation"☆47Updated 5 years ago
- [IEEE JBHI'20] Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification☆54Updated 4 years ago
- [TMI'20] Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model☆132Updated 4 years ago
- [MICCAI 2023] ECL: Class-Enhancement Contrastive Learning for Long-tailed Skin Lesion Classification☆27Updated last year
- Official implementation for MICCAI 2021 paper "Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching"☆49Updated 2 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…☆34Updated 2 years ago
- Official repository for 'Risk of Bias in Chest Radiography Deep Learning Foundation Models'☆12Updated last year
- PyTorch implementation of GCMAE☆36Updated last year
- [ICCV 2023] Harvard Glaucoma Detection and Progression: A Multimodal Multitask Dataset and Generalization-Reinforced Semi-Supervised Lear…☆20Updated 7 months ago
- Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysi…☆103Updated last year