👽 Out-of-Distribution Detection with PyTorch
☆337Apr 3, 2026Updated this week
Alternatives and similar repositories for pytorch-ood
Users that are interested in pytorch-ood are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Out-of-distribution detection, robustness, and generalization resources. The repository contains a curated list of papers, tutorials, boo…☆991Updated this week
- Benchmarking Generalized Out-of-Distribution Detection☆1,040Dec 1, 2025Updated 4 months ago
- A project to train your model from scratch or fine-tune a pretrained model using the losses provided in this library to improve out-of-di…☆17Nov 26, 2022Updated 3 years ago
- Paper of out of distribution detection and generalization☆56Aug 23, 2023Updated 2 years ago
- Code for ECCV 2022 paper "DICE: Leveraging Sparsification for Out-of-Distribution Detection"☆41Sep 28, 2022Updated 3 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆27May 15, 2023Updated 2 years ago
- source code for NeurIPS'23 paper "Dream the Impossible: Outlier Imagination with Diffusion Models"☆72Apr 15, 2025Updated 11 months ago
- Code for NeurIPS 2021 paper "ReAct: Out-of-distribution Detection With Rectified Activations"☆56Mar 24, 2022Updated 4 years ago
- Deep Anomaly Detection with Outlier Exposure (ICLR 2019)☆575Oct 9, 2021Updated 4 years ago
- The Official Repository for "Generalized OOD Detection: A Survey"☆459Oct 9, 2022Updated 3 years ago
- [ICML 2023] "Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability"☆18Jul 7, 2023Updated 2 years ago
- ☆431Aug 28, 2021Updated 4 years ago
- PyTorch implementation of MCM (Delving into out-of-distribution detection with vision-language representations), NeurIPS 2022☆97Mar 12, 2024Updated 2 years ago
- [NeurIPS2023] LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning☆102Jul 5, 2025Updated 9 months ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- [TPAMI 2022] Adversarial Reciprocal Points Learning for Open Set Recognition☆194Jun 30, 2023Updated 2 years ago
- ☆18May 10, 2024Updated last year
- PyTorch implementation of POEM (Out-of-distribution detection with posterior sampling), ICML 2022☆28May 6, 2023Updated 2 years ago
- PyTorch implementation of CIDER (How to exploit hyperspherical embeddings for out-of-distribution detection), ICLR 2023☆65Aug 13, 2023Updated 2 years ago
- Official code for paper "OpenCIL: Benchmarking Out-of-Distribution Detection in Class-Incremental Learning"☆11Jun 19, 2024Updated last year
- Official repository for CVPR2022 publication, ViM: Out-Of-Distribution with Virtual-logit Matching☆94Sep 18, 2023Updated 2 years ago
- Code for Class Anchor Clustering loss for training a distance-based open set classifier☆77Nov 3, 2022Updated 3 years ago
- A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recog…☆1,200Mar 1, 2024Updated 2 years ago
- Code release for paper Extremely Simple Activation Shaping for Out-of-Distribution Detection☆55Aug 30, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- source code for ICLR'23 paper "Non-parametric Outlier Synthesis"☆51Oct 1, 2023Updated 2 years ago
- ☆18Dec 4, 2021Updated 4 years ago
- ☆10Jul 16, 2025Updated 8 months ago
- source code for ICLR'24 paper "How does unlabeled data provably help OOD detection?"☆13Feb 1, 2024Updated 2 years ago
- ☆46Sep 22, 2021Updated 4 years ago
- [WACV'23] Mixture Outlier Exposure for Out-of-Distribution Detection in Fine-grained Environments☆26Apr 12, 2023Updated 2 years ago
- Code for Deterministic Neural Networks with Appropriate Inductive Biases Capture Epistemic and Aleatoric Uncertainty☆148Jun 2, 2023Updated 2 years ago
- The official implementation for ICLR23 paper "GNNSafe: Energy-based Out-of-Distribution Detection for Graph Neural Networks"☆84Jul 27, 2023Updated 2 years ago
- A simple and effective method for detecting out-of-distribution images in neural networks.☆543Oct 12, 2021Updated 4 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Metrics for out-of-distribution (OOD) detection performance evaluation☆50Jan 13, 2025Updated last year
- MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space☆99Jun 28, 2021Updated 4 years ago
- ☆16Sep 10, 2023Updated 2 years ago
- The code is used to solve structural reliability analysis problem via the BSC_RLCB method☆16Nov 19, 2021Updated 4 years ago
- Official implementation for Likelihood Regret: An Out-of-Distribution Detection Score For Variational Auto-encoder at NeurIPS 2020☆50May 11, 2021Updated 4 years ago
- CVPR2023:Uncertainty-Aware Optimal Transport for Semantically Coherent Out-of-Distribution Detection☆26Mar 27, 2023Updated 3 years ago
- incremental symbol learning for natural language understanding☆10Jun 12, 2023Updated 2 years ago