kiimmm / GenSCL
Official Pytorch implementation of "Generalized Supervised Contrastive Learning Framework"
☆12Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for GenSCL
- A basic implementation of Layer-wise Relevance Propagation (LRP) in PyTorch.☆78Updated 2 years ago
- [ICLR 2023 spotlight] MEDFAIR: Benchmarking Fairness for Medical Imaging☆59Updated last year
- A Benchmark for Failure Detection under Distribution Shifts in Image Classification☆29Updated 3 weeks ago
- ☆95Updated 3 weeks ago
- Code for the paper https://arxiv.org/abs/2003.00827☆96Updated 3 years ago
- [ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift☆99Updated last year
- Archive for Self-supervised learning in Medical images (A4SM).☆55Updated 2 years ago
- ☆19Updated last year
- The official code of Relevance-CAM☆41Updated 8 months ago
- A collection of self-supervised papers in medical imaging.☆39Updated 3 years ago
- Pytorch SimCLR on CIFAR10 (92.85% test accuracy)☆55Updated 4 years ago
- Reproducing CheXpert paper using the PyTorch library.☆37Updated last year
- A PyTorch implementation of MoCo based on CVPR 2020 paper "Momentum Contrast for Unsupervised Visual Representation Learning"☆47Updated 4 years ago
- This repository summarizes the material gathered for the tutorial on learning disentangled representations in the imaging domain, and ser…☆58Updated 2 years ago
- Confidence-Aware Learning for Deep Neural Networks (ICML2020)☆72Updated 4 years ago
- Code for ICLR2021 paper "Robust and Generalizable Visual Representation Learning via Random Convolutions"☆62Updated 3 years ago
- [ ICCV CVAMD 2023] Official implementation of "CheXFusion: Effective Fusion of Multi-View Features using Transformers for Long-Tailed Che…☆36Updated 3 months ago
- Pytorch implementation of the paper Exploring Simple Siamese Representation Learning.☆68Updated 3 years ago
- Basic LRP implementation in PyTorch☆165Updated 3 months ago
- MoCo-based unsupervised training for Chest X-Ray Interpretation☆41Updated 2 years ago
- MICCAI 2023 DeCaF Best Paper Award: Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classifica…☆12Updated 11 months ago
- [NIPS 2020] The code release of paper 'Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization'☆62Updated 4 years ago
- Official Pytorch implementation of "Learning Debiased Representation via Disentangled Feature Augmentation (Neurips 2021, Oral)"☆98Updated last year
- ☆45Updated last year
- ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition, published at CVPR2021☆90Updated 2 years ago
- ☆73Updated last month
- Official PyTorch Implementation and Pre-trained Models for Benchmarking Transfer Learning for Medical Image Analysis☆50Updated last year
- A list of papers that studies out-of-distribution (OOD) detection and misclassification detection (MisD)☆40Updated last year
- The medical imaging meta-learning toolbox allows to build models that learn to learn in a setting with diverse tasks. It also provides co…☆37Updated 6 months ago
- The official repository for Deformable ProtoPNet, as described in "Deformable ProtoPNet: An Interpretable Image Classifier Using Deformab…☆37Updated 4 months ago