biomedia-mira / counterfactual-contrastive
Code for the paper "Counterfactual contrastive learning: robust representations via causal image synthesis"
☆15Updated 4 months ago
Alternatives and similar repositories for counterfactual-contrastive:
Users that are interested in counterfactual-contrastive are comparing it to the libraries listed below
- (ICML 2023) High Fidelity Image Counterfactuals with Probabilistic Causal Models☆57Updated 8 months ago
- MICCAI 2024 code for the paper: EchoNet-Synthetic: Privacy-preserving Video Generation for Safe Medical Data Sharing. EchoNet-Synthetic i…☆23Updated 2 months ago
- Codebase for Patched Diffusion Models for Unsupervised Anomaly Detection .☆45Updated 3 months ago
- Official implementation for "Generative AI for Medical Imaging: extending the MONAI Framework"☆48Updated last year
- [ NeurIPS 2022 ] Official Codebase for "ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography"☆27Updated 2 years ago
- Official code for Robust T-Loss for Medical Image Segmentation (MICCAI 2023)☆48Updated last year
- Code to implement "Echo from noise: synthetic ultrasound image generation using diffusion models for real image segmentation"☆43Updated 4 months ago
- [MICCAI'2024, Oral] Official implementation of BrLP method from "Enhancing Spatiotemporal Disease Progression Models via Latent Diffusion…☆60Updated this week
- Repository associated to the UQinMIA Tutorial @ MICCAI 2023☆27Updated 4 months ago
- Official Pytorch Implementation for y-Aware Contrastive Learning☆55Updated last year
- Repository for "Stochastic Segmentation with Conditional Categorical Diffusion Models" (ICCV 2023)☆44Updated last year
- The official implementation of our IPMI 2023 paper "SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation"☆56Updated last year
- PyTorch implementation for "WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image Synthesis" (DGM4MICCAI 2024)☆76Updated 3 months ago
- 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 9 months ago
- Repository to train ControlNet on Brain data (UK BIOBANK) using MONAI Generative Models☆76Updated last year
- Official PyTorch implementation for HA-GAN, a memory efficient 3D GAN, accepted to IEEE J-BHI☆51Updated last month
- The source code of FedDis☆20Updated 2 years ago
- Official implementation of "Realistic Morphology-preserving Generative Modelling of the Brain"☆22Updated 8 months ago
- ☆12Updated 2 months ago
- Archive for Self-supervised learning in Medical images (A4SM).☆56Updated 2 years ago
- PyTorch model for the Generalized Probabilistic U-Net. For more details see: https://www.melba-journal.org/papers/2023:005.html☆13Updated 11 months ago
- Official Code Release for "Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segment…☆45Updated last year
- ☆61Updated 2 years ago
- MICCAI 2023 code for the paper: Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis. EchoDiffusion i…☆66Updated 3 months ago
- Coding Tutorial Page for MICCAI24's tutorial on implicit neural representations for medical imaging,☆14Updated 4 months ago
- Code for https://arxiv.org/abs/2305.19643☆14Updated 11 months ago
- Repository to train Latent Diffusion Models on Chest X-ray data (MIMIC-CXR) using MONAI Generative Models☆57Updated last year
- NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation☆61Updated last week
- [IEEE TPAMI] Anomaly Detection in Chest X-ray☆18Updated 6 months ago
- ☆44Updated 5 months ago