Latent Discriminant deterministic Uncertainty [ECCV2022]
☆43Jul 25, 2022Updated 3 years ago
Alternatives and similar repositories for LDU
Users that are interested in LDU are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks [BMVC 2022]☆35Jun 21, 2024Updated last year
- Source code for paper Conservative Uncertainty Estimation By Fitting Prior Networks (ICLR 2020)☆22Nov 28, 2022Updated 3 years ago
- Code for Deterministic Neural Networks with Appropriate Inductive Biases Capture Epistemic and Aleatoric Uncertainty☆150Jun 2, 2023Updated 2 years ago
- This repository contains an official implementation of LPBNN.☆38Jun 28, 2023Updated 2 years ago
- Official repository for the paper "Fast Predictive Uncertainty for Classification with Bayesian Deep Networks". Accepted at UAI 2022. htt…☆13May 25, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ECCV 2022] Uncertainty Quantification in Depth Estimation via Constrained Ordinal Regression☆13Mar 27, 2023Updated 3 years ago
- Supplementary material to reproduce "The Unreasonable Effectiveness of Deep Evidential Regression"☆30Nov 28, 2022Updated 3 years ago
- The official code repo for the paper "Mixture of Stochastic Experts for Modeling Aleatoric Uncertainty in Segmentation". (ICLR 2023)☆29Jun 27, 2023Updated 2 years ago
- Gradient-based Uncertainty for Monocular Depth Estimation (ECCV 2022)☆56Sep 7, 2023Updated 2 years ago
- ☆18Dec 4, 2021Updated 4 years ago
- [WACV 2021] Selective Spatio-Temporal Aggregation based Pose Refinement System: Towards understanding human activities in real-world vide…☆13Nov 4, 2021Updated 4 years ago
- Official Implementation of "Natural Posterior Network: Deep Bayesian Predictive Uncertainty for Exponential Family Distributions" (ICLR, …☆86Apr 5, 2023Updated 3 years ago
- ☆35Aug 4, 2022Updated 3 years ago
- ☆17Jun 18, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Repository for "Improving evidential deep learning via multi-task learning," published in AAAI2022☆20Mar 4, 2022Updated 4 years ago
- (ICML 2024) PyTorch implementation of "Self-Attention through Kernel-Eigen Pair Sparse Variational Gaussian Processes"☆16Oct 15, 2024Updated last year
- 3D pose estimation from video : LCRNet2D+VideoPose3D☆15Jun 23, 2020Updated 5 years ago
- Code of the paper "Beyond calibration: estimating the grouping loss of modern neural networks" published in ICLR 2023.☆12Nov 21, 2023Updated 2 years ago
- Multivariate Gaussian distributions for Tensorflow.☆23Jan 29, 2020Updated 6 years ago
- Code for "Uncertainty Estimation Using a Single Deep Deterministic Neural Network"☆276Mar 17, 2022Updated 4 years ago
- Medical Out-of-Distribution Analysis Challenge MICCAI 2020 Solution☆16Oct 10, 2022Updated 3 years ago
- Posterior Network: Uncertainty Estimation without OOD Samples via Density-Based Pseudo-Counts (Neurips 2020)☆78May 18, 2022Updated 3 years ago
- “SURE: SUrvey REcipes for building reliable and robust deep networks” (CVPR 2024) & (ECCV 2024 OOD-CV Challenge Winner)☆75Aug 21, 2025Updated 8 months 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.
- Pytorch implementation of regularization methods for deep networks obtained via kernel methods.☆22Dec 27, 2019Updated 6 years ago
- Official repository for CVPR2022 publication, ViM: Out-Of-Distribution with Virtual-logit Matching☆94Sep 18, 2023Updated 2 years ago
- Addressing Failure Prediction by Learning Model Confidence☆174Nov 29, 2022Updated 3 years ago
- Harvard Fall 2019 Applied Math 207 A Primer and Critique of Prior Networks☆12Dec 22, 2019Updated 6 years ago
- Belief matching framework official implementation☆41Mar 24, 2023Updated 3 years ago
- PyTorch implementation of POEM (Out-of-distribution detection with posterior sampling), ICML 2022☆28May 6, 2023Updated 2 years ago
- [ICLR 2022] "Bayesian Modeling and Uncertainty Quantification for Learning to Optimize: What, Why, and How" by Yuning You, Yue Cao, Tianl…☆14Aug 19, 2022Updated 3 years ago
- [ICML'24] Conformal Prediction for Deep Classifier via Label Ranking☆13Jun 14, 2024Updated last year
- UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs☆11Apr 13, 2023Updated 3 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.
- The Combined Anomalous Object Segmentation (CAOS) Benchmark☆158Feb 2, 2023Updated 3 years ago
- ☆17Sep 3, 2024Updated last year
- Official repository for the WACV2023 paper Hyperdimensional Feature Fusion for Out-of-Distribution Detection☆15Feb 26, 2023Updated 3 years ago
- [ICML 2023] "Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability"☆18Jul 7, 2023Updated 2 years ago
- source code for NeurIPS'22 paper "SIREN: Shaping Representations for Detecting Out-of-Distribution Objects"☆34May 13, 2023Updated 2 years ago
- ☆68Dec 20, 2019Updated 6 years ago
- Open-source framework for uncertainty and deep learning models in PyTorch 🌱☆497Updated this week