Official source code repository for the ICML 2021 paper "Hierarchical VAEs Know What They Don't Know"
☆31Jan 18, 2022Updated 4 years ago
Alternatives and similar repositories for hvae-oodd
Users that are interested in hvae-oodd 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 PyTorch BIVA implementation (BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling)☆84Dec 8, 2022Updated 3 years ago
- Ladder Variational Autoencoders (LVAE) in PyTorch☆90Jul 24, 2020Updated 6 years ago
- BIVA: A Very Deep Hierarchy of Latent Variables forGenerative Modeling☆29Nov 6, 2019Updated 6 years ago
- Official code for "Accelerating Feedforward Computation via Parallel Nonlinear Equation Solving", ICML 2021☆30Sep 25, 2021Updated 4 years ago
- Implementation of the MIWAE method for deep generative modelling of incomplete data sets.☆41Mar 16, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A PyTorch re-implementation of "Doubly Reparameterized Gradient Estimators for Monte Carlo Objectives"☆18Sep 11, 2019Updated 6 years ago
- Code for "Training Deep Energy-Based Models with f-Divergence Minimization" ICML 2020☆38Mar 24, 2023Updated 3 years ago
- Utilities for Deep Learning with PyTorch (models, losses, metrics etc.)☆14Jul 20, 2020Updated 6 years ago
- A σ-VAE implementation in PyTorch☆106May 9, 2026Updated 2 months ago
- PyTorch implementation of POEM (Out-of-distribution detection with posterior sampling), ICML 2022☆28May 6, 2023Updated 3 years ago
- Repository for the paper "Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images"☆453Apr 28, 2023Updated 3 years ago
- The EM Algorithm for Gaussian Mixtures (高斯混合模型的EM算法实现)☆12Dec 30, 2018Updated 7 years ago
- ☆13Feb 25, 2025Updated last year
- Featurized Density Ratio Estimation☆20Jul 11, 2021Updated 5 years 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.
- This repository is the implementation of Deep Dirichlet Process Mixture Models (UAI 2022)☆15May 19, 2022Updated 4 years ago
- [CVPR'25] AIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic Data☆18Mar 27, 2025Updated last year
- UNet script, model, sample data☆14Feb 19, 2025Updated last year
- ☆34May 1, 2025Updated last year
- rich posterior approximations and anomaly detection☆20Mar 15, 2019Updated 7 years ago
- NeurIPS'2022: Pluralistic Image Completion with Gaussian Mixture Models☆14Jan 28, 2023Updated 3 years ago
- variational Bayesian algorithm for Brain MR image Segmentation☆11May 2, 2017Updated 9 years ago
- An unofficial toy implementation for NVAE 《A Deep Hierarchical Variational Autoencoder》☆113Jul 17, 2021Updated 5 years ago
- Sample code for VAEM: a Deep Generative Model for Heterogeneous Mixed Type Data☆19Mar 7, 2021Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- The code of ours paper "Uncertainty-aware Pseudo-label and Consistency for Semi-supervised Medical Image Segmentation"☆14May 1, 2022Updated 4 years ago
- ☆14Mar 24, 2023Updated 3 years ago
- Multilabel Out-of-Distribution Detection☆10Nov 23, 2020Updated 5 years ago
- The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)☆1,093Dec 6, 2022Updated 3 years ago
- PyTorch model for the Generalized Probabilistic U-Net. For more details see: https://www.melba-journal.org/papers/2023:005.html☆16Mar 13, 2024Updated 2 years ago
- Coder of the paper 'Latent Outlier Exposure for Anomaly Detectin with Contaminated Data' published in ICML 2022☆38Jul 13, 2022Updated 4 years ago
- A Linear Gaussian State Space Model (LGSSM) for pytorch, also known as a Linear Dynamical System (LDS)☆13May 17, 2021Updated 5 years ago
- ☆13Nov 8, 2022Updated 3 years ago
- ☆11Feb 14, 2023Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- An implementation of Variational Autoencoders with a constant balance between reconstruction error and Kullback-leibler divergence☆20Aug 27, 2025Updated 10 months ago
- ☆12Mar 7, 2022Updated 4 years ago
- Graph Knowledge Distillation☆13Mar 6, 2020Updated 6 years ago
- ☆10Jun 20, 2025Updated last year
- A nonparametric variational information bottleneck (NVIB) layer in Pytorch☆12Apr 15, 2025Updated last year
- A PyTorch implementation of the Probabilistic U-Net, applied to probabilistic glioma growth☆43Jul 10, 2019Updated 7 years ago
- Novel joint clustering method with scRNA-seq and CITE-seq data☆10Jun 22, 2021Updated 5 years ago