Out-of-distribution detection, robustness, and generalization resources. The repository contains a curated list of papers, tutorials, books, videos, articles and open-source libraries etc
☆1,014Apr 3, 2026Updated 3 months ago
Alternatives and similar repositories for Awesome-Out-Of-Distribution-Detection
Users that are interested in Awesome-Out-Of-Distribution-Detection 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 with PyTorch☆346Updated this week
- Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey [Miyai+, TMLR2025]☆103Jun 16, 2025Updated last year
- [NeurIPS2023] LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning☆102Jul 5, 2025Updated last year
- [NeurIPS 2023] "Diversified Outlier Exposure for Out-of-Distribution Detection via Informative Extrapolation"☆11Oct 6, 2023Updated 2 years ago
- Paper of out of distribution detection and generalization☆57Aug 23, 2023Updated 2 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.
- [NeurIPS 2024] "Self-Calibrated Tuning of Vision-Language Models for Out-of-Distribution Detection"☆13Oct 28, 2024Updated last year
- The Official Repository for "Generalized OOD Detection: A Survey"☆459Oct 9, 2022Updated 3 years ago
- PyTorch implementation of CIDER (How to exploit hyperspherical embeddings for out-of-distribution detection), ICLR 2023☆66Aug 13, 2023Updated 2 years ago
- ECCV24, NeurIPS24, CVPR26*2, ECCV26, Benchmarking Generalized Out-of-Distribution Detection with Vision-Language Models☆40Jul 20, 2026Updated last week
- The official implementation of CVPR 24' Paper "Learning Transferable Negative Prompts for Out-of-Distribution Detection"☆62Apr 8, 2024Updated 2 years ago
- [NeurIPS 2023] "Learning to Augment Distributions for Out-of-distribution Detection"☆11Nov 14, 2023Updated 2 years ago
- [ICLR 2024 Spotlight] Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization☆34Mar 12, 2026Updated 4 months ago
- A list of papers that studies Novel Class Discovery☆524Feb 15, 2026Updated 5 months ago
- ☆10Mar 24, 2024Updated 2 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.
- Official implementation for "Out-of-Distribution Detection in Long-Tailed Recognition with Calibrated Outlier Class Learning" (AAAI'24)☆19Jun 12, 2024Updated 2 years ago
- This repository contains a collection of surveys, datasets, papers, and codes, for predictive uncertainty estimation in deep learning mo…☆822Jun 24, 2026Updated last month
- [ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"☆30Oct 23, 2024Updated last year
- OODRobustBench: a Benchmark and Large-Scale Analysis of Adversarial Robustness under Distribution Shift. ICML 2024 and ICLRW-DMLR 2024☆23Jul 25, 2024Updated 2 years ago
- Code for ICML 2022 paper "Out-of-distribution Detection with Deep Nearest Neighbors"☆204Jul 12, 2024Updated 2 years ago
- [NeurIPS 2024, spotlight] Scaling Out-of-Distribution Detection for Multiple Modalities☆71Dec 3, 2025Updated 7 months ago
- Code for ECCV 2022 paper "DICE: Leveraging Sparsification for Out-of-Distribution Detection"☆42Sep 28, 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…☆1,208Mar 1, 2024Updated 2 years ago
- source code for NeurIPS'23 paper "Dream the Impossible: Outlier Imagination with Diffusion Models"☆72Apr 15, 2025Updated last year
- 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.
- ☆46Sep 22, 2021Updated 4 years ago
- This is official code repository for "Learning with Mixture of Prototypes for Out-of-Distribution Detection", accepted at ICLR2024☆35Jul 29, 2024Updated 2 years ago
- [ICLR24] code for LSN☆10Oct 28, 2024Updated last year
- TopoTrans: Optimal Transport meets Topological Data Analysis☆14Apr 20, 2023Updated 3 years ago
- Code for ICCV 2023 paper "Nearest Neighbor Guidance for Out-of-Distribution Detection"☆23Jun 2, 2025Updated last year
- A curated list of trustworthy deep learning papers. Continually updating...☆388Jul 20, 2026Updated last week
- ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection☆26May 8, 2024Updated 2 years ago
- PyTorch implementation of MCM (Delving into out-of-distribution detection with vision-language representations), NeurIPS 2022☆99Mar 12, 2024Updated 2 years ago
- A curated list of papers and resources about the distribution shift in machine learning.☆128Aug 5, 2023Updated 2 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.
- ☆439Aug 28, 2021Updated 4 years ago
- [ICML 2023] "Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability"☆18Jul 7, 2023Updated 3 years ago
- ☆16May 27, 2024Updated 2 years ago
- MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space☆101Jun 28, 2021Updated 5 years ago
- [NeurIPS 2023] Understanding and Improving Feature Learning for Out-of-Distribution Generalization☆29May 27, 2025Updated last year
- ICCV 2023: CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say No☆144Dec 2, 2023Updated 2 years ago
- 关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记☆1,240Dec 14, 2023Updated 2 years ago