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
Sorting:
- Posterior Network: Uncertainty Estimation without OOD Samples via Density-Based Pseudo-Counts (Neurips 2020)☆79May 18, 2022Updated 3 years ago
- ☆68Dec 20, 2019Updated 6 years ago
- An official PyTorch implementation of "Regression Prior Networks" for effective runtime uncertainty estimation.☆36Nov 19, 2020Updated 5 years ago
- AGCN - Spectral ChevNet built on Adaptive, trainable graphs☆11Aug 16, 2020Updated 5 years ago
- [ICML 2023] Offical implementation of the paper "Uncertainty Estimation by Fisher Information-based Evidential Deep Learning".☆45Apr 29, 2023Updated 2 years ago
- ☆37Aug 21, 2025Updated 6 months ago
- Official repository for the paper "Fast Predictive Uncertainty for Classification with Bayesian Deep Networks". Accepted at UAI 2022. htt…☆12May 25, 2022Updated 3 years ago
- using monte carlo dropout to have uncertainty estimation of predictions☆16Nov 12, 2019Updated 6 years ago
- ☆42May 14, 2019Updated 6 years ago
- Supplementary material to reproduce "Multivariate Deep Evidential Regression"☆21Feb 25, 2022Updated 4 years ago
- A pytorch implementation of MCDO(Monte-Carlo Dropout methods)☆58Jan 1, 2019Updated 7 years ago
- Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable ? (ICML 2021)☆28Nov 28, 2022Updated 3 years ago
- Code for paper: SDE-Net: Equipping Deep Neural network with Uncertainty Estimates☆117Oct 22, 2020Updated 5 years ago
- [TGRS'25] Multilevel Embedding and Alignment Network With Consistency and Invariance Learning for Cross-View Geo-Localization.☆48Feb 27, 2026Updated 2 weeks ago
- [TIP2025] The implementation of "Uncertainty Guided Refinement for Fine-grained Salient Object Detection"☆17Apr 20, 2025Updated 10 months ago
- Metal Activity Heuristic of Metalloprotein and Enzymatic Sites (MAHOMES) - Predicts if a protein bound metal ion is enzymatic or non-enzy…☆11Apr 19, 2022Updated 3 years ago
- A Two-stage Network for Image Dehazing with Multi-scale Fusion and Adaptive Learning☆10Apr 23, 2024Updated last year
- ☆11Feb 19, 2022Updated 4 years ago
- Code for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)☆78Oct 3, 2023Updated 2 years ago
- ☆11Dec 23, 2024Updated last year
- Official Implementation of "Natural Posterior Network: Deep Bayesian Predictive Uncertainty for Exponential Family Distributions" (ICLR, …☆87Apr 5, 2023Updated 2 years ago
- Code for our paper titled: "A Review and Comparative Study on Probabilistic Object Detection in Autonomous Driving"☆84Feb 22, 2021Updated 5 years ago
- Workshops on Computational Biology organized by our lab☆10Mar 25, 2024Updated last year
- ☆13May 11, 2021Updated 4 years ago
- LED : Light Enhanced Depth Estimation at Night☆14Dec 9, 2025Updated 3 months ago
- The code of 《M4: Multi-Proxy Multi-Gate Mixture of Experts Network for Multiple Instance Learning in Histopathology Image Analysis》☆14Mar 31, 2025Updated 11 months ago
- Enhance LiDAR pointcloud based on stereo image.☆12Dec 23, 2021Updated 4 years ago
- Code for the experiments in the ACL 2020 paper "Estimating predictive uncertainty for rumour verification models"☆11May 15, 2020Updated 5 years ago
- ☆11Oct 29, 2024Updated last year
- ☆13Apr 14, 2025Updated 10 months ago
- Source code for NeurIPS 2019 paper "Learning Latent Processes from High-Dimensional Event Sequences via Efficient Sampling""☆10Mar 20, 2021Updated 4 years ago
- ☆10Sep 9, 2023Updated 2 years ago
- Image Classification and Feature Extraction with ConvNeXt☆11Nov 14, 2022Updated 3 years ago
- ☆239May 23, 2020Updated 5 years ago
- Uncertainty estimation for anchor-based deep object detectors.☆40Nov 24, 2020Updated 5 years ago
- Designing new molecules as fast as possible with AI and simulation☆13Feb 12, 2025Updated last year
- 这里会收集一些简单的机器学习 demo。使用尽量简单的语言剖析原理,使用 Python3.6 下的 Tensorflow。☆10Apr 7, 2018Updated 7 years ago
- Bio-Inspired Image Restoration☆28Jan 6, 2026Updated 2 months ago
- docker images for training, mining and infer for ymir☆12Apr 26, 2023Updated 2 years ago