pianoza / LayerEnsembles
The source code for the Layer Ensembles paper published in MICCAI 2022 (Singapore).
☆26Updated 2 years ago
Alternatives and similar repositories for LayerEnsembles:
Users that are interested in LayerEnsembles are comparing it to the libraries listed below
- Stochastic Segmentation Networks☆66Updated 4 years ago
- ☆24Updated 3 years ago
- Coding Tutorial Page for MICCAI24's tutorial on implicit neural representations for medical imaging,☆14Updated 4 months ago
- This is official Pytorch implementation of "Uncertainty quantification in medical image segmentation with Normalizing Flows", Raghavendra…☆30Updated 2 years ago
- ☆26Updated last year
- Fast Implementation of Generalised Geodesic Distance Transform for CPU (OpenMP) and GPU (CUDA)☆95Updated last year
- Different U-Net implementations featuring a vanilla U-Net, probabilistic U-Net and PHiSeg. Each with a reversible variant aswell.☆23Updated 2 years ago
- ☆22Updated 4 months ago
- Joint Atlas Building and Diffeomorphic Registration Learning with Pairwise Alignment☆15Updated 2 years ago
- A JAX-based deep learning framework for image segmentation using diffusion models.☆82Updated 8 months ago
- ☆18Updated 2 years ago
- Training code for the MICCAI 2023 paper "DISA: DIfferentiable Similarity Approximation for Universal Multimodal Registration"☆32Updated last year
- ☆9Updated 2 years ago
- Repository associated to the UQinMIA Tutorial @ MICCAI 2023☆27Updated 4 months ago
- Self-Supervised Pre-Training with Contrastive and Masked Autoencoder Methods for Dealing with Small Datasets in Deep Learning for Medical…☆16Updated 2 months ago
- pytorch structural similarity (SSIM) loss for 3D images☆62Updated 5 years ago
- [MICCAI 2020 Oral] Realistic Adversarial Data Augmentation for MR Image Segmentation☆15Updated 2 years ago
- Topological losses for spatially coherent CNN-based (multi-class) image segmentation in 2D and 3D☆23Updated 2 years ago
- ☆22Updated last year
- 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
- Gradient Surgery for Hyperparamer-free Deformable Registration in Cardiac MRI☆15Updated 11 months ago
- Accepted in MIDL 2020☆32Updated 3 years ago
- Image, point set, and surface registration in PyTorch.☆27Updated 3 months ago
- [MICCAI 2024] CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation☆34Updated last month
- Official Code Release for "Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segment…☆45Updated last year
- Code for the MIDL 2022 paper Implicit Neural Representations for Deformable Image Registration☆43Updated 7 months ago
- 3D VQ-VAE-2 for high-resolution CT scan synthesis☆44Updated 3 years ago
- Repository for "Stochastic Segmentation with Conditional Categorical Diffusion Models" (ICCV 2023)☆44Updated last year
- This repository contains the implementation for our work "Topology-Aware Uncertainty for Image Segmentation", accepted to NeurIPS 2023.☆45Updated 2 weeks ago
- MICCAI 2022: Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation☆49Updated last year