Alternatives and similar repositories for LayerEnsembles:

Users that are interested in LayerEnsembles are comparing it to the libraries listed below

• biomedia-mira / stochastic_segmentation_networks
  Stochastic Segmentation Networks
  ☆66Updated 4 years ago
• SteffenCzolbe / probabilistic_segmentation
  ☆24Updated 4 years ago
• raghavian / cFlow
  This is official Pytorch implementation of "Uncertainty quantification in medical image segmentation with Normalizing Flows", Raghavendra…
  ☆30Updated 2 years ago
• jenspetersen / probabilistic-unet
  A PyTorch implementation of the Probabilistic U-Net, applied to probabilistic glioma growth
  ☆43Updated 5 years ago
• uncbiag / Aladdin
  Joint Atlas Building and Diffeomorphic Registration Learning with Pairwise Alignment
  ☆16Updated 2 years ago
• gigantenbein / UNet-Zoo
  Different U-Net implementations featuring a vanilla U-Net, probabilistic U-Net and PHiSeg. Each with a reversible variant aswell.
  ☆23Updated 2 years ago
• Duplums / yAwareContrastiveLearning
  Official Pytorch Implementation for y-Aware Contrastive Learning
  ☆58Updated last year
• INR4MICCAI / INRTutorial
  Coding Tutorial Page for MICCAI24's tutorial on implicit neural representations for medical imaging,
  ☆20Updated 6 months ago
• SteffenCzolbe / DeepSimRegistration
  ☆39Updated 7 months ago
• menzelab / implicit-shape-reconstruction
  ☆27Updated last year
• ThierryJudge / CRISP-uncertainty
  ☆10Updated 2 years ago
• HuXiaoling / DMT_loss
  DMT codes for the ICLR 2021 paper: Topology-Aware Segmentation Using Discrete Morse Theory
  ☆46Updated last year
• JJGO / pylot
  Experiment management for Deep Learning science
  ☆18Updated 3 weeks ago
• neel-dey / anatomix
  [ICLR 2025] Learning General-purpose Biomedical Volume Representations using Randomized Synthesis
  ☆50Updated this week
• moucheng2017 / Med-Noisy-Labels
  [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images
  ☆73Updated last year
• AmigoLab / SynthAnatomy
  VQ-VAE + Transformer based synthesis of 3D anatomical imaging data
  ☆58Updated 2 years ago
• LarsDoorenbos / ccdm-stochastic-segmentation
  Repository for "Stochastic Segmentation with Conditional Categorical Diffusion Models" (ICCV 2023)
  ☆44Updated last year
• evanmy / sae
  Accepted in MIDL 2020
  ☆32Updated 4 years ago
• MIC-DKFZ / mood
  Repository for the Medical Out-of-Distribution Analysis Challenge.
  ☆62Updated 8 months ago
• HKervadec / shape_descriptors
  Code for our MIDL 2021 submission
  ☆16Updated 4 years ago
• Bala93 / MarginLoss
  ☆9Updated 2 months ago
• DSL-Lab / echoglad
  EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on Echocardiograms
  ☆18Updated 2 years ago
• fepegar / staple
  Python implementation of the STAPLE segmentation algorithm
  ☆28Updated last year
• masadcv / FastGeodis
  Fast Implementation of Generalised Geodesic Distance Transform for CPU (OpenMP) and GPU (CUDA)
  ☆98Updated last year
• jinh0park / pytorch-ssim-3D
  pytorch structural similarity (SSIM) loss for 3D images
  ☆69Updated 5 years ago
• yuta-hi / pytorch_bayesian_unet
  Migrate to PyTorch. Re-implementation of Bayesian Convolutional Neural Networks (BCNNs)
  ☆59Updated 5 years ago
• ishaanb92 / GeneralizedProbabilisticUNet
  PyTorch model for the Generalized Probabilistic U-Net. For more details see: https://www.melba-journal.org/papers/2023:005.html
  ☆14Updated last year
• ImFusionGmbH / DISA-universal-multimodal-registration
  Training code for the MICCAI 2023 paper "DISA: DIfferentiable Similarity Approximation for Universal Multimodal Registration"
  ☆33Updated last year
• jemtan / FPI
  Code for FPI submission to MOOD 2020
  ☆16Updated 3 years ago
• Saumya-Gupta-26 / struct-uncertainty
  This repository contains the implementation for our work "Topology-Aware Uncertainty for Image Segmentation", accepted to NeurIPS 2023.
  ☆45Updated 2 months ago