MOONJOOYOUNG / Deep-learning-Uncertainty-papersView external linksLinks
Uncertainty in Deep Learning Papers
☆35Nov 30, 2021Updated 4 years ago
Alternatives and similar repositories for Deep-learning-Uncertainty-papers
Users that are interested in Deep-learning-Uncertainty-papers are comparing it to the libraries listed below
Sorting:
- Confidence-Aware Learning for Deep Neural Networks (ICML2020)☆74Jul 6, 2020Updated 5 years ago
- Python package for evaluating model calibration in classification☆20Nov 12, 2019Updated 6 years ago
- Code for paper "Evidence fusion with contextual discounting for multi-modality medical image segmentation"☆18Oct 9, 2022Updated 3 years ago
- Quick tutorial to Deep Rewiring☆15Dec 23, 2018Updated 7 years ago
- ☆18Apr 4, 2022Updated 3 years ago
- Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable ? (ICML 2021)☆28Nov 28, 2022Updated 3 years ago
- 【IEEE TCYB 2025】Towards Reliable Medical Image Segmentation by Modelling Evidential Calibrated Uncertainty☆33Apr 22, 2024Updated last year
- PyTorch implementation of our ECCV 2022 paper "Rethinking Confidence Calibration for Failure Prediction"☆26Jun 10, 2023Updated 2 years ago
- This is official Pytorch implementation of "Uncertainty quantification in medical image segmentation with Normalizing Flows", Raghavendra…☆30Oct 23, 2022Updated 3 years ago
- ☆35Aug 4, 2022Updated 3 years ago
- Official Code for All-in-One Medical Image Re-Identification (CVPR2025)☆18Jan 11, 2026Updated last month
- Calibration library and code for the paper: Verified Uncertainty Calibration. Ananya Kumar, Percy Liang, Tengyu Ma. NeurIPS 2019 (Spotlig…☆153Nov 10, 2022Updated 3 years ago
- Multi-Organ Foundation Model for Universal Ultrasound Image Segmentation with Task Prompt and Anatomical Prior☆16Sep 30, 2024Updated last year
- [NeurIPS'23] Binary Classification with Confidence Difference☆10May 13, 2024Updated last year
- Dual-domain attention-guided low-dose CBCT reconstruction☆10Jun 17, 2022Updated 3 years ago
- Official URDF and SDF models of the R1 humanoid robot.☆16Dec 6, 2023Updated 2 years ago
- Belief matching framework official implementation☆41Mar 24, 2023Updated 2 years ago
- Learning to Exploit the Prior Network Knowledge for Weakly-Supervised Semantic Segmentation☆10Mar 13, 2019Updated 6 years ago
- ☆12Mar 24, 2023Updated 2 years ago
- ☆11May 20, 2022Updated 3 years ago
- My implementation of https://arxiv.org/abs/1910.02600 in pytorch. Based on https://github.com/aamini/evidential-deep-learning☆10Jan 26, 2021Updated 5 years ago
- ☆11Jan 21, 2019Updated 7 years ago
- ☆11Apr 16, 2023Updated 2 years ago
- NeurIPS 2024: Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding☆16Jun 20, 2025Updated 7 months ago
- Evidential Calibration☆11Mar 8, 2022Updated 3 years ago
- Efficient solution to the initialization selection of DNNs in transfer learning using duality diagrams as a similarity measure framework.☆10Nov 17, 2020Updated 5 years ago
- ☆10Apr 17, 2024Updated last year
- ☆12Jan 28, 2026Updated 2 weeks ago
- ☆13Updated this week
- Code for paper Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions.☆49Nov 3, 2023Updated 2 years ago
- Keras-based framework for implementing continual learning methods.☆10Feb 15, 2020Updated 5 years ago
- 3DPhysNet in Tensorflow (IJCAI 2018) https://arxiv.org/abs/1805.00328☆15Jul 2, 2018Updated 7 years ago
- Code for MICCAI 2021 submission 'Self-Supervised Multi-Modal Alignment For Whole Body Medical Imaging'☆16Sep 22, 2021Updated 4 years ago
- Spatio-temporal pattern contruct and model fusion☆11Jun 10, 2019Updated 6 years ago
- Code for Paper "Evidential Softmax for Sparse MultimodalDistributions in Deep Generative Models"☆11Oct 25, 2021Updated 4 years ago
- [NeurIPS2025 Spotlight] CSBrain: Cross-scale Spatiotemporal Brain Foundation Model for EEG Decoding☆27Nov 26, 2025Updated 2 months ago
- USB to Serial powered by CH340X☆12Nov 1, 2022Updated 3 years ago
- Dual-Branch Meta-learning Network with Distribution Alignment for Face Anti-spoofing, Transactions on Information Forensics & Security☆11Jan 5, 2022Updated 4 years ago
- [ICML 2024] Learning with Complementary Labels Revisited: The Selected-Completely-at-Random Setting Is More Practical☆12May 12, 2024Updated last year