gary23ai/awesome_OpenSetRecognition_list resource

Health v2 · maintenance only

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Adoption not part of the score

1207 stars · 149 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list of papers, tutorials, surveys, and challenges on open set recognition, out-of-distribution detection, open set domain adaptation, and open world recognition. It organizes research resources into categorized sections with alphabetically ordered paper tables.

Use cases

• find papers on open set recognition
• learn about out-of-distribution detection methods
• research open set domain adaptation
• survey open world recognition literature
• find tutorials and surveys on anomaly detection
• get started with open set recognition research

When to choose

• you need a starting point for academic research on open set recognition or OOD detection
• you want a categorized bibliography of papers in this niche
• you are looking for tutorials and surveys on open world recognition

When to avoid

• you need runnable code or a software library rather than paper references
• you need an exhaustive or continuously updated list
• you need practical tooling for deploying OOD detection in production

Facets

learning-resource · maturity maintenance

documentation machine-learning artificial-intelligence awesome-lists awesome-list open-set-recognition out-of-distribution-detection open-set-domain-adaptation open-world-recognition papers anomaly-detection research web-server

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markdown · JSON · MCP: product_card(name="gary23ai/awesome_OpenSetRecognition_list")