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
- [DALI 2022] "Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study" by Gregory Holste, Song Wang, Ziyu Jian…☆33Updated 2 years ago
- vMFNet: Compositionality Meets Domain-generalised Segmentation☆16Updated 2 years ago
- Domain generalization benchmark for skin lesion recognition, MICCAI 2023☆19Updated last year
- The source code of 'Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification' (MICCAI 2021)☆18Updated 3 years ago
- [NIPS 2020] The code release of paper 'Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization'☆67Updated 4 years ago
- [MICCAI 2023] ECL: Class-Enhancement Contrastive Learning for Long-tailed Skin Lesion Classification☆26Updated last year
- MICCAI2021 Paper: Self-supervised visual representation learning for histopathological images☆29Updated 2 years ago
- A collection of self-supervised papers in medical imaging.☆40Updated 4 years ago
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆36Updated 3 years ago
- Learning to Segment from Noisy Annotations: A Spatial Correction Approach☆19Updated last year
- Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning☆14Updated 3 years ago
- [ICCV 2023] Harvard Glaucoma Detection and Progression: A Multimodal Multitask Dataset and Generalization-Reinforced Semi-Supervised Lear…☆19Updated 5 months ago
- [AAAI 2023] Official PyTorch implementation of the paper "SLAug: Rethinking Data Augmentation for Single-source Domain Generalization in …☆74Updated 7 months ago
- Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning (CVPR 2023)☆46Updated last year
- [MICCAI'22] Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift☆19Updated 2 years ago
- [MICCAI 2023, top 14%] Official repository of paper: Distilling BlackBox to Interpretable models for Efficient Transfer Learning☆17Updated last year
- Code for the paper "Test-time adaptable neural networks for robust medical image segmentation"☆46Updated 4 years ago
- Official PyTorch implementation of CASS, from the following paper: CASS: Cross Architectural Self-Supervision for Medical Image Analysis…☆21Updated last year
- Source Free Domain Adaptation☆10Updated 3 years ago
- ☆34Updated 3 years ago
- Anatomy-aware self-supervised learning☆11Updated 11 months ago
- Code for Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation.☆26Updated last month
- ☆21Updated 2 weeks 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
- ☆30Updated last year
- MICCAI 2023 DeCaF Best Paper Award: Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classifica…☆14Updated last year
- MICCAI2020: self domain adapted network☆17Updated 3 years ago
- ☆19Updated 2 years ago
- An official implementation of "On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal Rep…☆9Updated last year