biomedia-mira / counterfactual-contrastiveLinks
Code for the paper "Robust representations for image classification via counterfactual contrastive learning" (Medical Image Analysis) and "Counterfactual contrastive learning: robust representations via causal image synthesis" (MICCAI Data Engineering Workshop)
☆19Updated last week
Alternatives and similar repositories for counterfactual-contrastive
Users that are interested in counterfactual-contrastive are comparing it to the libraries listed below
Sorting:
- (ICML 2023) High Fidelity Image Counterfactuals with Probabilistic Causal Models☆63Updated 3 months ago
- Semi-Supervised Learning for Deep Causal Generative Models☆22Updated 7 months ago
- Official Pytorch Implementation for y-Aware Contrastive Learning☆59Updated last year
- A framework for studying the best practises for Mahalanobis distance for OOD detection☆14Updated 6 months ago
- Repository associated to the UQinMIA Tutorial @ MICCAI 2023☆27Updated 8 months ago
- Archive for Self-supervised learning in Medical images (A4SM).☆60Updated 3 years ago
- MICCAI 2024 code for the paper: EchoNet-Synthetic: Privacy-preserving Video Generation for Safe Medical Data Sharing. EchoNet-Synthetic i…☆25Updated last week
- PyTorch model for the Generalized Probabilistic U-Net. For more details see: https://www.melba-journal.org/papers/2023:005.html☆14Updated last year
- ☆15Updated 2 months ago
- ☆9Updated 8 months ago
- ☆20Updated this week
- Official implementation of "Realistic Morphology-preserving Generative Modelling of the Brain"☆26Updated last year
- MICCAI 2021 Code for the paper: Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation☆39Updated 3 years ago
- ☆11Updated 2 years ago
- 3D masked autoencoder for anomaly detection☆27Updated 3 months ago
- The source code for the Layer Ensembles paper published in MICCAI 2022 (Singapore).☆26Updated 2 years ago
- [MICCAI'2024, Oral] Official implementation of the Brain Latent Progression (BrLP) method from "Enhancing Spatiotemporal Disease Progress…☆93Updated last month
- Official implementation for "Generative AI for Medical Imaging: extending the MONAI Framework"☆51Updated last year
- A Foundation Model for Brain Lesion Segmentation☆19Updated 4 months ago
- Repository for CenTime: Event-Conditional Modelling of Censoring in Survival Analysis☆20Updated 7 months ago
- ☆24Updated last week
- Repo for MedSyn: Text-guided Anatomy-aware Synthesis of High-Fidelity 3D CT Images☆48Updated 11 months ago
- A collection of self-supervised papers in medical imaging.☆40Updated 4 years ago
- Codebase for Patched Diffusion Models for Unsupervised Anomaly Detection .☆47Updated 3 months ago
- Multitask Brain Tumor Inpainting with Diffusion Models☆38Updated 2 years ago
- [IEEE TPAMI] Anomaly Detection in Chest X-ray☆20Updated 10 months ago
- This repository summarizes the material gathered for the tutorial on learning disentangled representations in the imaging domain, and ser…☆62Updated 2 years ago
- High Fidelity Medical Image-to-Image Translation with Spatial-Intensity Transforms☆19Updated 2 years ago
- Repository for "Stochastic Segmentation with Conditional Categorical Diffusion Models" (ICCV 2023)☆46Updated last year
- This repository contains the implementation for our work "Topology-Aware Uncertainty for Image Segmentation", accepted to NeurIPS 2023.☆47Updated 4 months ago