HuXiaoling / Structural_Uncertainty
Codes for 'Learning Probabilistic Topological Representations Using Discrete Morse Theory'
☆13Updated last year
Related projects ⓘ
Alternatives and complementary repositories for Structural_Uncertainty
- This repository contains the implementation for our work "Topology-Aware Uncertainty for Image Segmentation", accepted to NeurIPS 2023.☆39Updated 2 months ago
- ☆9Updated 2 years ago
- Structure-Aware Image Segmentation with Homotopy Warping☆11Updated last year
- ☆10Updated last year
- [MICCAI 2023] MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets (an official implementation)☆33Updated 10 months ago
- ☆46Updated 3 months ago
- [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation☆38Updated last year
- [MedIA 2023]The official implementation of MIA paper "Dive into the details of Self-supervised Learning for Medical Image Analysis"☆29Updated 7 months ago
- ☆25Updated 4 months ago
- ☆24Updated 3 years ago
- ☆41Updated 10 months ago
- ☆59Updated 5 months ago
- [NeurIPS'23] Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization☆13Updated 3 months ago
- ☆24Updated last year
- [MICCAI 2022] ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation☆35Updated 2 years ago
- Medical Matting☆21Updated last year
- IEEE-TMI 2021: code for 'Graph-based Region and Boundary Aggregation for Biomedical Image Segmentation'☆28Updated 2 years ago
- Official implementation of our paper "Self-Supervised Pretraining for 2D Medical Image Segmentation"☆42Updated 9 months ago
- [MICCAI 2020 Oral] Realistic Adversarial Data Augmentation for MR Image Segmentation☆15Updated 2 years ago
- NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation☆58Updated 4 months ago
- Training and Tuning Strategies for Foundation Models in Medical Imaging☆13Updated 4 months ago
- [MICCAI 2022] MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation☆33Updated 2 years ago
- [MedIA'22] Instance Importance-Aware Graph Convolutional Network for 3D Medical Diagnosis☆16Updated 2 years ago
- Code for the paper : "Weakly supervised segmentation with cross-modality equivariant constraints", available at https://arxiv.org/pdf/210…☆19Updated 2 years ago
- Anatomically-aware Uncertainty for Semi-supervised Image Segmentation☆13Updated 9 months ago
- Attentive Symmetric Autoencoder for Brain MRI Segmentation-MICCAI 2022☆23Updated 9 months ago
- [MIDL 2022 Oral] Learning Morphological Feature Perturbations for Calibrated Semi Supervised Segmentation☆23Updated 11 months ago
- iSegFormer: Interactive Image/Volume Segmentation using Vision Transformers (MICCAI 2022)☆27Updated 4 months ago
- TarGAN - Official PyTorch Implementation (MICCAI 2021)☆22Updated 3 years ago
- Patch-free 3D Medical Image Segmentation☆34Updated 2 years ago