Code for the paper "Beyond Deep Ensembles: A Large-Scale Evaluation of Bayesian Deep Learning under Distribution Shift"
☆23Oct 18, 2023Updated 3 years ago
Alternatives and similar repositories for Beyond_Deep_Ensembles
Users that are interested in Beyond_Deep_Ensembles are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- SUQ: Streamlined Uncertainty Quantification☆12Oct 7, 2025Updated last year
- Code to accompany the paper 'On Pathologies in KL-Regularized Reinforcement Learning from Expert Demonstrations'☆10Apr 16, 2026Updated 6 months ago
- Code for "Training, Architecture, and Prior for Deterministic Uncertainty Methods" ICLR 2023 Workshop on Trustworthy ML☆12Jun 15, 2023Updated 3 years ago
- Lightweight Bayesian deep learning library for fast prototyping based on PyTorch☆14Feb 24, 2023Updated 3 years ago
- Code for the paper 'Continual Learning via Sequential Function-Space Variational Inference'☆27Mar 10, 2023Updated 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.
- PyTorch Implementation of MIMO (ICLR 2021)☆16Dec 16, 2022Updated 3 years ago
- This is the material (slides + notebook) used to give the MCMC class in Hogg's Computational Data Analytics class at Flatiron CCA on 3/29…☆12Mar 6, 2020Updated 6 years ago
- Approximate Inference Turns Deep Networks into Gaussian Processes (dnn2gp)☆49Dec 17, 2019Updated 6 years ago
- Benchmark and analysis of 165 pretrained SSL models. Code for "Evaluating Self-Supervised Learning via Risk Decomposition".☆14Jul 26, 2023Updated 3 years ago
- iQRL: implicitly Quantized Representations for Sample-efficient Reinforcement Learning☆12Jan 8, 2025Updated last year
- Bi-Level Optimization Augmented with Conditional Variational Autoencoder for Autonomous Driving in Dense Traffic☆16Jun 27, 2023Updated 3 years ago
- ☆11Apr 26, 2023Updated 3 years ago
- IVON optimizer for neural networks based on variational learning.☆93Nov 7, 2024Updated last year
- Qwen3 MoE Router Statistics | 큐웬3 MoE☆11May 16, 2025Updated last year
- 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.
- Pytorch implementation of neural processes and variants☆29Jul 25, 2024Updated 2 years ago
- Provide code for deep evidence learning using one-dimensional signals☆15May 26, 2026Updated 5 months ago
- Repo for our paper "Repulsive deep ensembles are Bayesian"☆19Dec 11, 2021Updated 4 years ago
- NeuGraspNet: Learning Any-View 6DoF Robotic Grasping in Cluttered Scenes via Neural Surface Rendering☆35Nov 1, 2024Updated 2 years ago
- A Playground for Variational Autoencoders☆12Feb 11, 2018Updated 8 years ago
- Code for Augment & Reduce, a scalable stochastic algorithm for large categorical distributions☆10May 16, 2018Updated 8 years ago
- Brainstorm how to make scientific Python ecosystem faster☆12Jul 19, 2024Updated 2 years ago
- PyTorch implementation of 'Weight Uncertainty in Neural Networks'☆19Jun 30, 2020Updated 6 years ago
- Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable ? (ICML 2021)☆28Nov 28, 2022Updated 3 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.
- Codebase for our paper "URSABench: Comprehensive Benchmarking of Approximate Bayesian Inference Methods for Deep Neural Networks"☆19Aug 27, 2022Updated 4 years ago
- ☆13Mar 16, 2019Updated 7 years ago
- Official Code: Trust Your Robots! Predictive Uncertainty Estimation of Neural Networks with Sparse Gaussian Processes☆11May 20, 2022Updated 4 years ago
- Official Implementation of "Natural Posterior Network: Deep Bayesian Predictive Uncertainty for Exponential Family Distributions" (ICLR, …☆86Apr 5, 2023Updated 3 years ago
- Official implementation of the NeurIPS 25 Paper: "Diffusion Generative Modeling on Lie Group Representations"☆13Dec 12, 2025Updated 10 months ago
- A data loader class for the FEMTO-ST Ball Bearing Dataset☆10Mar 28, 2020Updated 6 years ago
- Code for "Exponential Family Estimation via Adversarial Dynamics Embedding" (NeurIPS 2019)☆14Nov 26, 2019Updated 6 years ago
- Contact-GraspNet baseline used in the GraspClutter6D paper (RA-L 2025 & ICRA 2026)☆14May 29, 2026Updated 5 months ago
- Implemenation of Asymmetric-TriTraining by Tensorflow☆26Apr 24, 2018Updated 8 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆16Apr 26, 2023Updated 3 years ago
- A package for uncertainty estimation with PyTorch☆12Aug 26, 2021Updated 5 years ago
- PyTorch utilities for ML, specifically speech☆13Jan 30, 2024Updated 2 years ago
- ☆19Apr 2, 2021Updated 5 years ago
- 2025년도 2학기 인공지능 수업☆14Oct 12, 2026Updated 3 weeks ago
- Public repository for Machine Learning II course☆18May 23, 2025Updated last year
- Damping ratio estimation from ambient vibrations (SDOF)☆10Aug 11, 2023Updated 3 years ago