We derive a fundamental property of the posterior distribution in Gaussian denoising, and use it to propose a new way for uncertainty visualization, which requires no training or fine-tuning.
☆20Apr 30, 2024Updated 2 years ago
Alternatives and similar repositories for GaussianDenoisingPosterior
Users that are interested in GaussianDenoisingPosterior are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation of the NeurIPS 2023 paper: "Uncertainty Quantification via Neural Posterior Principal Components"☆13Jun 18, 2024Updated 2 years ago
- ☆17Nov 18, 2025Updated 10 months ago
- ☆31Dec 31, 2021Updated 4 years ago
- ☆10Oct 21, 2024Updated last year
- "How to Trust Your Diffusion Models: A Convex Optimization Approach to Conformal Risk Control"☆17Jan 6, 2026Updated 8 months ago
- 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.
- Equivariant plug-and-play algorithms☆20Aug 26, 2025Updated last year
- We propose a novel modular framework that learns to dynamically mix low-rank adapters (LoRAs) to improve visual analogy learning, enablin…☆76Aug 2, 2026Updated last month
- Official Implementation (Pytorch) of "DAVI: Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems", ECCV 2024 …☆76Aug 16, 2024Updated 2 years ago
- A PyTorch Dataset for Slakh2100☆10Feb 14, 2024Updated 2 years ago
- [ICML 2024]: Official implementation for the paper: "Consistent Diffusion Meets Tweedie"☆52Apr 26, 2024Updated 2 years ago
- Official implementation of Learning Diffusion Priors from Observations by Expectation Maximization☆37Mar 19, 2026Updated 6 months ago
- PyTorch-based radio-interferometric imaging reconstruction package with scalable Bayesian uncertainty quantification relying on data-driv…☆12Feb 17, 2025Updated last year
- [ICML 2025] Noise Conditional Variational Score Distillation☆15Jul 11, 2025Updated last year
- All-in-one tool to generate, and correctly drizzle, HST, JWST, and Roman PSFs.☆16May 6, 2026Updated 4 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Implementation for Proximal Neural Networks.☆11Sep 17, 2021Updated 5 years ago
- ☆18May 15, 2021Updated 5 years ago
- ☆15Jun 8, 2024Updated 2 years ago
- A TensorFlow reimplementation of GalSim☆10Mar 8, 2022Updated 4 years ago
- simple simulations for testing weak lensing shear measurement☆14Apr 24, 2026Updated 4 months ago
- Exploring how ChatGPT can be used to accelerate research in cosmology.☆13Dec 12, 2022Updated 3 years ago
- Code that accompanies the paper Guided Deep Kernel Learning☆10Jul 2, 2023Updated 3 years ago
- Preconditioned forward/backward clean algorithm☆12Updated this week
- Multi-CCD data-driven PSF modelling☆14Aug 27, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- YetAnotherWandbClient☆12Mar 16, 2026Updated 6 months ago
- Posterior Refinement Improves Sample Efficiency in Bayesian Neural Networks☆11Oct 21, 2022Updated 3 years ago
- Code for "Training, Architecture, and Prior for Deterministic Uncertainty Methods" ICLR 2023 Workshop on Trustworthy ML☆12Jun 15, 2023Updated 3 years ago
- Package for data-driven and phenomenological gravitational waveform models☆12Aug 4, 2026Updated last month
- 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
- The galaxy survey codex☆17Jul 12, 2024Updated 2 years ago
- Does Diffusion Beat GAN in Image Super Resolution?☆12May 27, 2024Updated 2 years ago
- Euclid Visible Instrument Python package. Includes a simulator and various analysis codes.☆11Mar 25, 2015Updated 11 years ago
- Official repository for "Blind Source Separation of Single-Channel Mixtures via Multi-Encoder Autoencoders".☆19Dec 13, 2025Updated 9 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆17May 1, 2023Updated 3 years ago
- Code for MGDM algorithm, ICML 2025, https://arxiv.org/abs/2502.03332☆16May 19, 2025Updated last year
- Official code for "Stochastic Localization via Iterative Posterior Sampling"☆13May 2, 2025Updated last year
- Official PyTorch implementation of the ICML 2023 paper "Adaptive IMLE for Few-shot Pretraining-free Generative Modelling "☆16Aug 17, 2026Updated last month
- Python implementation of the 1D Total Variation Denoising algorithm A Direct Algorithm for 1D Total Variation Denoising (Sign. Proc. Lett…☆13Jul 17, 2026Updated 2 months ago
- Repository with the code of "HNPE: Leveraging Global Parameters for Neural Posterior Estimation"☆14Mar 18, 2024Updated 2 years ago
- Shape Measurement Pipeline☆18Updated this week