Paper Reproduce for "Predictive Uncertainty Estimation via Prior Networks" by Andrey Malinin and Mark Gales.
☆30Jul 13, 2020Updated 5 years ago
Alternatives and similar repositories for dirichlet-priornet
Users that are interested in dirichlet-priornet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆42Aug 21, 2025Updated 10 months ago
- [ICML 2023] Offical implementation of the paper "Uncertainty Estimation by Fisher Information-based Evidential Deep Learning".☆44Apr 29, 2023Updated 3 years ago
- ☆68Dec 20, 2019Updated 6 years ago
- Official Tensorflow Implementation of "Uncertainty-aware Label Distribution Learning for Facial Expression Recognition" paper☆25Sep 28, 2022Updated 3 years ago
- Official repository for the paper "Fast Predictive Uncertainty for Classification with Bayesian Deep Networks". Accepted at UAI 2022. htt…☆13May 25, 2022Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- AGCN - Spectral ChevNet built on Adaptive, trainable graphs☆11Aug 16, 2020Updated 5 years ago
- Code for Learning to Defer to Multiple Experts: Consistent Surrogate Losses, Confidence Calibration, and Conformal Ensembles [AISTATS'23]☆13Jul 28, 2023Updated 2 years ago
- using monte carlo dropout to have uncertainty estimation of predictions☆16Nov 12, 2019Updated 6 years ago
- Supplementary material to reproduce "Multivariate Deep Evidential Regression"☆21Feb 25, 2022Updated 4 years ago
- Work on Evidential Deep Learning to Quantify Classification Uncertainty☆60Jan 8, 2019Updated 7 years ago
- A pytorch implementation of MCDO(Monte-Carlo Dropout methods)☆59Jan 1, 2019Updated 7 years ago
- PyTorch code for Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings (ICCV 2021)☆45Sep 22, 2023Updated 2 years ago
- ☆41May 14, 2019Updated 7 years ago
- [ICML 2025] Logits are All We Need to Adapt Closed Models☆23May 2, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Experiments from our work Uncertainty Quantification and Deep Ensemble☆10Nov 1, 2021Updated 4 years ago
- ☆11Dec 23, 2024Updated last year
- A Pytorch implementation of "Rare Tokens Degenerate All Tokens: Improving Neural Text Generation via Adaptive Gradient Gating for Rare To…☆10Apr 20, 2022Updated 4 years ago
- Code for paper: SDE-Net: Equipping Deep Neural network with Uncertainty Estimates☆117Oct 22, 2020Updated 5 years ago
- Mutual-Guided Dynamic Network for Image Fusion (ACM-MM 2023)☆21Aug 24, 2023Updated 2 years ago
- Early exit ensembles☆12Dec 4, 2021Updated 4 years ago
- Learning Safety Constraints for Large Language Models (ICML2025)☆35May 25, 2026Updated last month
- ☆32Aug 21, 2025Updated 10 months ago
- ☆17Oct 3, 2021Updated 4 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.
- An implementation of the state-of-the-art Deep Active Learning algorithms☆109Sep 19, 2023Updated 2 years ago
- Implementation of "Evidential Deep Learning to Quantify Classification Uncertainty" proposing a method to quantify uncertainty in a neura…☆30Sep 14, 2023Updated 2 years ago
- ☆15Feb 25, 2018Updated 8 years ago
- docker images for training, mining and infer for ymir☆12Apr 26, 2023Updated 3 years ago
- [EMNLP 2020] Multi-label Few/Zero-shot Learning with Knowledge Aggregated from Multiple Label Graphs☆17Jun 5, 2022Updated 4 years ago
- Code for the ICCV 2019 paper "Sampling-free Epistemic Uncertainty Estimation Using Approximated Variance Propagation"☆95Oct 3, 2023Updated 2 years ago
- Implementation of Self-supervised-Online-Adversarial-Purification☆13Aug 2, 2021Updated 4 years ago
- Core codes for the paper ["A General Data-driven Framework for Remaining Useful Life Estimation with Uncertainty Quantification Using Spl…☆14Jan 17, 2024Updated 2 years ago
- Lightweight Face Image Quality Assessment☆12Nov 19, 2021Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆20Jun 3, 2024Updated 2 years ago
- 🚀全流程自己训练一个VLA 「大模型」1小时从0训练26M参数的视觉多模态VLM!🌏 Train a 26M-parameter VLM from scratch in just 1 hours!☆38Oct 16, 2025Updated 8 months ago
- [ICML 2024] Official code for Uncertainty Estimation by Density Aware Evidential Deep Learning☆17Mar 20, 2026Updated 3 months ago
- PyTorch implementation of DUL (Data Uncertainty Learning in Face Recognition, CVPR2020)☆38Dec 14, 2023Updated 2 years ago
- Multi-view hierarchical clustering in R☆12Apr 24, 2024Updated 2 years ago
- Source code for NeurIPS 2019 paper "Learning Latent Processes from High-Dimensional Event Sequences via Efficient Sampling""☆10Mar 20, 2021Updated 5 years ago
- Analysis of evidential models☆15Jun 22, 2023Updated 3 years ago