This repository contains the implementation for our work "Topology-Aware Uncertainty for Image Segmentation", accepted to NeurIPS 2023.
☆55May 5, 2026Updated 5 months ago
Alternatives and similar repositories for struct-uncertainty
Users that are interested in struct-uncertainty are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Structure-Aware Image Segmentation with Homotopy Warping☆14Sep 19, 2023Updated 3 years ago
- This repository contains the implementation for our work "Learning Topological Interactions for Multi-Class Medical Image Segmentation", …☆84Feb 19, 2024Updated 2 years ago
- Multiclass generalization for BettiMatching loss (and other topology-aware) loss functions for image segmentation.☆17Jul 29, 2024Updated 2 years ago
- DMT codes for the ICLR 2021 paper: Topology-Aware Segmentation Using Discrete Morse Theory☆48Sep 19, 2023Updated 3 years ago
- Code for MICCAI 2023 paper: Robust Segmentation via Topology Violation Detection and Feature Synthesis☆29Oct 9, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- The code of our paper 'Deep Closing: Enhancing Topological Connectivity in Medical Tubular Segmentation'☆19May 21, 2024Updated 2 years ago
- Package to compute the evaluation metrics for MICCAI TopCoW2024 challenge☆19Sep 24, 2024Updated 2 years ago
- ☆14Jun 25, 2022Updated 4 years ago
- [ICML' 24] Unsupervised Domain Adaptation for Anatomical Structure Detection in Ultrasound Images.☆11Jul 12, 2024Updated 2 years ago
- ☆65Apr 23, 2025Updated last year
- Official code for the MICCAI 2024 paper "3D Vessel Graph Generation Using Denoising Diffusion"☆25Jun 26, 2024Updated 2 years ago
- [MICCAI 2024] Centerline Boundary Dice Loss for Vascular Segmentation☆96Dec 9, 2025Updated 10 months ago
- ☆14May 23, 2024Updated 2 years ago
- Overview of architecture and implementation of TEDS-Net, as described in MICCAI 2021: "TEDS-Net: Enforcing Diffeomorphisms in Spatial Tra…☆25Jan 4, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This repository contains the codes for crack detection using topological loss function. The methodology hereby implemented was presented …☆11Mar 9, 2026Updated 7 months ago
- ☆15Feb 27, 2026Updated 7 months ago
- Code for the paper "Test-time adaptable neural networks for robust medical image segmentation"☆49Jun 18, 2020Updated 6 years ago
- CS-Net (MICCAI 2019) and CS2-Net (MedIA 2020)☆110Aug 13, 2025Updated last year
- ☆14Jul 25, 2023Updated 3 years ago
- A foundation model for universal 3D blood vessel segmentation. Paper accepted @ CVPR25.☆175Sep 4, 2026Updated last month
- Code for the NeurIPS 2019 paper: Topology-Preserving Deep Image Segmentation☆185Sep 19, 2023Updated 3 years ago
- The Centerline-Cross Entropy Loss for Vessel-Like Structure Segmentation: Better Topology Consistency Without Sacrificing Accuracy. Paper…☆34Oct 7, 2024Updated 2 years ago
- ☆10Sep 14, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [WIP] Code for LangToMo☆21Mar 19, 2026Updated 6 months ago
- ☆299Feb 14, 2024Updated 2 years ago
- ☆47Jun 5, 2026Updated 4 months ago
- blob loss example implementation☆37Aug 3, 2024Updated 2 years ago
- Reimplementation of "A Topological Loss Function for Deep-Learning based Image Segmentation using Persistent Homology".☆22Jul 7, 2022Updated 4 years ago
- ☆24Jun 20, 2023Updated 3 years ago
- [NeurIPS'23] Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization☆19Aug 4, 2024Updated 2 years ago
- An unofficial pytorch dataloader for Open X-Embodiment Datasets https://github.com/google-deepmind/open_x_embodiment☆25Jan 9, 2025Updated last year
- The code is soon coming.☆23Jul 24, 2025Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆23Feb 5, 2021Updated 5 years ago
- A lightweight, interactive, extensible and cross-platform framework for building, visualizing and analyzing vasculature (or blood vessels…☆50Dec 19, 2023Updated 2 years ago
- Codes for 'Learning Probabilistic Topological Representations Using Discrete Morse Theory'☆16Sep 19, 2023Updated 3 years ago
- Init with augmentation loss☆19Feb 7, 2023Updated 3 years ago
- Persistent homology calculation for 1D (scalar time series), 2D (image), and 3D, 4D (voxel) arrays☆72Oct 8, 2026Updated last week
- [MICCAI 2025] Official code for "Pre-Trained LLM is a Semantic-Aware and Generalizable Segmentation Booster"☆65Oct 4, 2025Updated last year
- Repository of RHO (CVPR 2026)☆19Apr 3, 2026Updated 6 months ago