Alternatives and similar repositories for capturing-implicit-hierarchical-structure

Users that are interested in capturing-implicit-hierarchical-structure are comparing it to the libraries listed below

• biomedia-mira / stochastic_segmentation_networks
  Stochastic Segmentation Networks
  ☆66Updated 5 years ago
• CherBass / ICAM
  ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping
  ☆54Updated 2 years ago
• mengweiren / longitudinal-representation-learning
  ☆18Updated 2 years ago
• JamesClough / topograd
  Topological Priors for Image segmentation
  ☆43Updated 5 years ago
• raghavian / cFlow
  This is official Pytorch implementation of "Uncertainty quantification in medical image segmentation with Normalizing Flows", Raghavendra…
  ☆30Updated 2 years ago
• vios-s / disentanglement_tutorial
  This repository summarizes the material gathered for the tutorial on learning disentangled representations in the imaging domain, and ser…
  ☆62Updated 3 years ago
• csyanbin / 3D-Medical-Generative-Survey
  ☆26Updated last year
• dccastro / Morpho-MNIST
  Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning (http://jmlr.org/papers/v20/19-033.html)
  ☆89Updated 7 months ago
• melanibe / failure_detection_benchmark
  Code for the paper "Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed", TMLR 2022, Bernhardt et…
  ☆21Updated 2 years ago
• HuXiaoling / imageSeg-2.5D_topo
  Another implementation of topological loss
  ☆37Updated 4 years ago
• seravee08 / TopoGAN-ECCV2020
  ☆15Updated 4 years ago
• HuXiaoling / awesome-topology-driven-image-analysis
  awesome-topology-driven-deep-image-analysis
  ☆36Updated last week
• connorlee77 / pytorch-mutual-information
  Mutual Information in Pytorch
  ☆112Updated 2 years ago
• salusanga / alm-dnn
  Constrained Optimization to Train Neural Networks on Critical and Under-Represented Classes [NeurIPS2021]
  ☆13Updated last year
• yubeic / Sparse-Coding
  This code implements sparse coding in PyTorch with GPU support.
  ☆30Updated 4 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
• tuffr5 / Saner-deep-registration
  ☆11Updated 2 years ago
• SteffenCzolbe / probabilistic_segmentation
  ☆24Updated 4 years ago
• philip-mueller / equivariant-deep-dmri
  Rotationally and translationally equivariant layers and networks for deep learning on diffusion MRI scans
  ☆23Updated 3 years ago
• tueimage / SE2CNN
  ☆68Updated 6 years ago
• HuXiaoling / DMT_loss
  DMT codes for the ICLR 2021 paper: Topology-Aware Segmentation Using Discrete Morse Theory
  ☆48Updated 2 years ago
• mlaves / well-calibrated-regression-uncertainty
  Code for our MIDL2020 submission "Well-Calibrated Regression Uncertainty in Medical Imaging with Deep Learning".
  ☆31Updated 4 years ago
• Duplums / yAwareContrastiveLearning
  Official Pytorch Implementation for y-Aware Contrastive Learning
  ☆59Updated last year
• kilianFatras / JUMBOT
  Official Python3 implementation of our ICML 2021 paper "Unbalanced minibatch Optimal Transport; applications to Domain Adaptation"
  ☆46Updated 3 years ago
• rodsom22 / gcn_refinement
  ☆36Updated 2 years ago
• adambielski / pytorch-gconv-experiments
  Experiments with Group Equivariant Convolutions in PyTorch
  ☆117Updated 2 years ago
• MinaGhadimiAtigh / hyperbolic_representation_learning
  The repository for Hyperbolic Representation Learning for Computer Vision, ECCV 2022
  ☆64Updated 2 years ago
• moucheng2017 / Med-Noisy-Labels
  [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images
  ☆73Updated 2 years ago
• MIC-DKFZ / mood
  Repository for the Medical Out-of-Distribution Analysis Challenge.
  ☆63Updated last year
• LIVIAETS / extended_logbarrier
  Code for our arxiv preprint: https://arxiv.org/abs/1904.04205
  ☆13Updated 6 years ago