Official source code repository for the ICML 2021 paper "Hierarchical VAEs Know What They Don't Know"
☆32Jan 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
- Code accompanying the notMIWAE paper☆17Jan 28, 2021Updated 5 years ago
- Implementation of the MIWAE method for deep generative modelling of incomplete data sets.☆41Mar 16, 2024Updated 2 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.
- A PyTorch re-implementation of "Doubly Reparameterized Gradient Estimators for Monte Carlo Objectives"☆18Sep 11, 2019Updated 7 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 4 months ago
- A toolbox for sparse contrastive principal component analysis☆12Feb 10, 2025Updated last year
- 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
- Featurized Density Ratio Estimation☆20Jul 11, 2021Updated 5 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- This repository is the implementation of Deep Dirichlet Process Mixture Models (UAI 2022)☆15May 19, 2022Updated 4 years ago
- [CVPR'25] Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic Data☆18Mar 27, 2025Updated last year
- ☆16Feb 2, 2022Updated 4 years ago
- 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
- variational Bayesian algorithm for Brain MR image Segmentation☆11May 2, 2017Updated 9 years ago
- Sample code for VAEM: a Deep Generative Model for Heterogeneous Mixed Type Data☆20Mar 7, 2021Updated 5 years ago
- [NeurIPS 2020] Better Set Representations For Relational Reasoning (https://arxiv.org/abs/2003.04448)☆30Jan 31, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Codebase for ICML submission "DOGE: Domain Reweighting with Generalization Estimation"☆21Feb 29, 2024Updated 2 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
- The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)☆1,094Dec 6, 2022Updated 3 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
- ☆15Nov 9, 2018Updated 7 years ago
- ☆12Mar 7, 2022Updated 4 years ago
- ☆22Mar 16, 2024Updated 2 years ago
- A PyTorch implementation of the Probabilistic U-Net, applied to probabilistic glioma growth☆42Jul 10, 2019Updated 7 years ago
- Ray with LSF. Users can start up a Ray cluster on LSF, and run DL workloads through that either in a batch or interactive mode.☆15May 14, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- speaker_separation☆14Dec 5, 2022Updated 3 years ago
- Code release for Universal Multi-Source Domain Adaptation for Image Classification (Pattern Recognition)☆14Sep 30, 2022Updated 3 years ago
- Multiscale Score Matching Analysis☆12Jan 19, 2023Updated 3 years ago
- Chain of Images for Intuitively Reasoning☆10Nov 29, 2023Updated 2 years ago
- Masked Autoencoder Guided Segmentation at Pixel Resolution☆17Oct 3, 2023Updated 2 years ago
- ☆11Sep 16, 2023Updated 3 years ago
- Deep Structured Energy Based Model☆11Jan 6, 2018Updated 8 years ago