Alternatives and similar repositories for Topological-DVAE

Users that are interested in Topological-DVAE are comparing it to the libraries listed below

• JamesClough / topograd
  Topological Priors for Image segmentation
  ☆41Updated 5 years ago
• HuXiaoling / imageSeg-2.5D_topo
  Another implementation of topological loss
  ☆37Updated 4 years ago
• martanunez / LA_flattening
  Implementation of quasi-conformal regional flattening of the left atrium
  ☆13Updated 2 years ago
• SamuelJoutard / Permutohedral_attention_module
  ☆29Updated 3 years ago
• marrlab / SHAPR_torch
  SHAPR: Code for "Capturing Shape Information with Multi-Scale Topological Loss Terms for 3D Reconstruction"
  ☆39Updated last year
• shizuo-kaji / HomologyCNN
  Homology assisted CNN for image classification
  ☆22Updated 5 years ago
• ZerojumpLine / OverfittingUnderClassImbalance
  [MICCAI2019 & TMI2020] Overfitting under Class Imbalance: Anaylsis and Improvements for Medical Image Segmentation.
  ☆22Updated last year
• raghavian / cFlow
  This is official Pytorch implementation of "Uncertainty quantification in medical image segmentation with Normalizing Flows", Raghavendra…
  ☆30Updated 2 years ago
• HuXiaoling / DMT_loss
  DMT codes for the ICLR 2021 paper: Topology-Aware Segmentation Using Discrete Morse Theory
  ☆47Updated last year
• MIC-DKFZ / probabilistic_unet
  A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.
  ☆23Updated 6 years ago
• CompTop / torch-tda
  Automatic differentiation through persistence diagrams with PyTorch
  ☆17Updated last year
• jongcye / CNN_MumfordShah_Loss
  ☆33Updated 4 years ago
• RElbers / region-mutual-information-pytorch
  PyTorch implementation of the Region Mutual Information Loss for Semantic Segmentation.
  ☆27Updated last year
• pfnet-research / label-efficient-brain-tumor-segmentation
  ☆21Updated 4 years ago
• rodsom22 / gcn_refinement
  ☆36Updated 2 years ago
• yuta-hi / bayesian_unet
  Chainer implementation of Bayesian Convolutional Neural Networks (BCNNs)
  ☆50Updated 5 years ago
• evanmy / sae
  Accepted in MIDL 2020
  ☆32Updated 4 years ago
• smallmax00 / Graph_Region_Boudnary
  IEEE-TMI 2021: code for 'Graph-based Region and Boundary Aggregation for Biomedical Image Segmentation'
  ☆31Updated 2 years ago
• mwyburd / TEDS-Net
  Overview of architecture and implementation of TEDS-Net, as described in MICCAI 2021: "TEDS-Net: Enforcing Diffeomorphisms in Spatial Tra…
  ☆22Updated 2 years ago
• shirgur / UMIS
  Official PyTorch implementation of "Unsupervised Microvascular Image Segmentation Using an Active Contours Mimicking Neural Network"
  ☆73Updated 4 years ago
• MenelauseZzw / Vascular-Tree-Reconstruction
  Source code for CVPR 19 (Divergence Prior) & 21 (Confluent Vessel Tree) papers.
  ☆29Updated 3 years ago
• HKervadec / shape_descriptors
  Code for our MIDL 2021 submission
  ☆16Updated 4 years ago
• nstucki / Betti-matching
  ☆54Updated 2 months ago
• shizuo-kaji / CubicalRipser_3dim
  Persistent homology calculation for 1D (scalar time series), 2D (image), and 3D (voxel) arrays
  ☆51Updated last month
• HuXiaoling / Structural_Uncertainty
  Codes for 'Learning Probabilistic Topological Representations Using Discrete Morse Theory'
  ☆14Updated last year
• HuaiChen-1994 / LDLearning
  Official code for 'Unsupervised Local Discrimination for Medical Images'.
  ☆21Updated 3 years ago
• Damseh / VascularGraph
  ☆18Updated 2 years ago
• salimandre / unsupervised-image-segmentation-persistent-homology
  Unsupervised image segmentation by applying topological data analysis techniques.
  ☆31Updated 5 years ago
• xzluo97 / MvMM-RegNet
  MvMM-RegNet: A new image registration framework based on multivariate mixture model and neural network estimation (MICCAI 2020)
  ☆30Updated last year
• jenspetersen / probabilistic-unet
  A PyTorch implementation of the Probabilistic U-Net, applied to probabilistic glioma growth
  ☆43Updated 5 years ago