HarryAnthony / Mahalanobis-OOD-detection
A framework for studying the best practises for Mahalanobis distance for OOD detection
☆13Updated 4 months ago
Alternatives and similar repositories for Mahalanobis-OOD-detection:
Users that are interested in Mahalanobis-OOD-detection are comparing it to the libraries listed below
- Code for the paper "Counterfactual contrastive learning: robust representations via causal image synthesis"☆19Updated 6 months ago
- Source code for MICCAI 2022 paper entitled: 'Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification'☆35Updated 2 years ago
- ☆40Updated last month
- [DALI 2022] "Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study" by Gregory Holste, Song Wang, Ziyu Jian…☆31Updated 2 years ago
- ☆14Updated last year
- Reproducing CheXpert paper using the PyTorch library.☆40Updated 2 years ago
- ☆14Updated last year
- The official implementation of "Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification"☆74Updated last year
- A large-scale collection of chest X-ray datasets.☆19Updated 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…☆39Updated 11 months ago
- Repository associated to the UQinMIA Tutorial @ MICCAI 2023☆27Updated 5 months ago
- This repository contains the implementation for our work "Topology-Aware Uncertainty for Image Segmentation", accepted to NeurIPS 2023.☆45Updated 2 months ago
- A collection of self-supervised papers in medical imaging.☆39Updated 4 years ago
- Code for the paper "Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed", TMLR 2022, Bernhardt et…☆21Updated 2 years ago
- (ICML 2023) High Fidelity Image Counterfactuals with Probabilistic Causal Models☆59Updated 2 weeks ago
- Official code repository for the paper "Rethinking Model Prototyping through the MedMNIST+ Dataset Collection" @ Scientific Reports☆11Updated last month
- ☆10Updated 2 years ago
- Official code for Robust T-Loss for Medical Image Segmentation (MICCAI 2023)☆49Updated last year
- ☆20Updated 2 months ago
- MoCo-based unsupervised training for Chest X-Ray Interpretation☆44Updated 3 years ago
- [ICLR 2023 spotlight] MEDFAIR: Benchmarking Fairness for Medical Imaging☆62Updated last year
- Archive for Self-supervised learning in Medical images (A4SM).☆59Updated 2 years ago
- A Benchmark for Failure Detection under Distribution Shifts in Image Classification☆30Updated 5 months ago
- ☆66Updated 2 years ago
- A Framework for Systematic Validation of Uncertainty Estimation in Semantic Segmentation☆27Updated 10 months ago
- ☆22Updated last year
- Implementation of the paper "A survey on attention mechanisms for medical applications: are we moving towards better algorithms?" by Tiag…☆13Updated 2 years ago
- ☆21Updated 11 months ago
- Code for "NVUM: Non-volatile Unbiased Memory for Robust Medical Classification" [MICCAI 2022 Early Accept]☆12Updated 2 years ago
- Integrating Clinical Knowledge into Concept Bottleneck Models (MICCAI2024)☆10Updated 6 months ago