Uncertainty Aware Semi-Supervised Learning on Graph Data
☆40Apr 5, 2021Updated 5 years ago
Alternatives and similar repositories for uncertainty-GNN
Users that are interested in uncertainty-GNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Source code of "What Makes Graph Neural Networks Miscalibrated?" (NeurIPS 2022)☆24Jun 9, 2025Updated last year
- ☆25Dec 16, 2022Updated 3 years ago
- ☆12Feb 17, 2025Updated last year
- Official code for "Enabling Uncertainty Estimation in Iterative Neural Networks" (ICML 2024)☆19Jul 8, 2024Updated last year
- Uncertainty Quantification over Graph with Conformalized Graph Neural Networks (NeurIPS 2023)☆85Sep 27, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Work on Evidential Deep Learning to Quantify Classification Uncertainty☆60Jan 8, 2019Updated 7 years ago
- Multidimensional Uncertainty-Aware Evidential Neural Networks ( AAAI2021)☆16Aug 19, 2021Updated 4 years ago
- This is the implementation of OODGAT from KDD'22: Learning on Graphs with Out-of-Distribution Nodes.☆23Sep 2, 2022Updated 3 years ago
- Code for reproducing results in GraphMix paper☆72Nov 22, 2022Updated 3 years ago
- ☆23Jun 16, 2021Updated 5 years ago
- A Flexible Generative Framework for Graph-based Semi-supervised Learning (NeurIPS 2019)☆16Nov 14, 2021Updated 4 years ago
- ☆10Dec 8, 2021Updated 4 years ago
- AISTATS 2019: Confidence-based Graph Convolutional Networks for Semi-Supervised Learning☆58May 22, 2019Updated 7 years ago
- This is the available code for the paper `evidential fully convolutional network for semantic segmentation (arXiv preprint arXiv:2103.135…☆13Jun 1, 2022Updated 4 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.
- Implementation of "Evidential Deep Learning to Quantify Classification Uncertainty" proposing a method to quantify uncertainty in a neura…☆30Sep 14, 2023Updated 2 years ago
- Code for paper "Evidence fusion with contextual discounting for multi-modality medical image segmentation"☆18Oct 9, 2022Updated 3 years ago
- [ICCV 2021 Oral] Deep Evidential Action Recognition☆132Sep 4, 2023Updated 2 years ago
- Code for Dual-Consistency Semi-Supervised Learningwith Uncertainty Quantification for COVID-19Lesion Segmentation from CT Images☆27Oct 8, 2021Updated 4 years ago
- Synthesis of Control Barrier Functions Using a Supervised Machine Learning Approach☆13Apr 1, 2020Updated 6 years ago
- ☆21Aug 2, 2021Updated 4 years ago
- [CMIG‘2022] [Pytorch]A Contrastive Consistency Semi-supervised Left Atrium Segmentation Model☆15Sep 8, 2022Updated 3 years ago
- A repository with implementations of major papers on Gaussian Process regression models, implemented from scratch in Python, notably incl…☆14Nov 19, 2022Updated 3 years ago
- This is a simple package for computing forward kinematics in a symbolic way.☆19Dec 19, 2024Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Evidential Calibration☆11Mar 8, 2022Updated 4 years ago
- Supplementary material to reproduce "Multivariate Deep Evidential Regression"☆21Feb 25, 2022Updated 4 years ago
- Variational Auto-Regressive Gaussian Processes for Continual Learning☆22Jun 15, 2021Updated 5 years ago
- Methods used in the paper "Plausible Uncertainties for Human Pose Regression".☆15Aug 13, 2024Updated last year
- Simple code for the tutorial on Polynomial Nets.☆13Jan 19, 2023Updated 3 years ago
- Code for the paper "Spectrum Guided Topology Augmentation for Graph Contrastive Learning"☆11Jul 18, 2023Updated 2 years ago
- ☆12Dec 22, 2020Updated 5 years ago
- Graph Posterior Network: Bayesian Predictive Uncertainty for Node Classification (NeurIPS 2021)☆45Oct 26, 2022Updated 3 years ago
- ☆11Apr 6, 2019Updated 7 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Learn fast, scalable, and calibrated measures of uncertainty using neural networks!☆525Aug 31, 2021Updated 4 years ago
- Event-based Linear Solver for Motion and Sturture☆15Feb 28, 2025Updated last year
- Uncertainty-Aware Label Rectification for Domain Adaptive Mitochondria Segmentation in MICCAI 2021☆14Jun 22, 2021Updated 4 years ago
- PyTorch implementation of the paper Understanding Graph Isomorphism Network for rs-fMRI Functional Connectivity Analysis☆28Jul 15, 2020Updated 5 years ago
- Graphs clustering using kernel measures and estimators. Kernel KMeans, Spectral Clustering, Kernel Ward etc.☆18May 14, 2024Updated 2 years ago
- Implementation of Hierarchical MPC with RAID-Net☆17Jan 22, 2025Updated last year
- Rnalytica: An R package of JIRA defect datasets and tool suites for actionable software analytics☆12Aug 12, 2020Updated 5 years ago