# LG AI Research — [NeurIPS 2023] Out-of-Distribution Detection via Synthetic Outlier Generation Part 1

- Company: LG AI Research (lgresearch.ai)
- Announced: 2024-02-13T00:00:00+00:00
- Category: research-paper
- Subject: EXAONE
- Source: https://www.lgresearch.ai/blog/view?seq=406
- Record: https://forck.live/items/4868-neurips-2023-out-of-distribution-detection-via-synthetic-outlier-generation

LG AI Research's DI Lab presented a research paper at NeurIPS 2023 on generating synthetic outliers using diffusion models for out-of-distribution detection, introducing Semantic-Discrepant outliers and a novel OOD detection method.

## Evidence

Verbatim from https://www.lgresearch.ai/blog/view?seq=406:

> Data Intelligence (DI) Lab at LG AI Research presented their study titled “Diffusion-Based Semantic-Discrepant Outlier Generation for Out-of-Distribution Detection” [1] at the NeurIPS 2023 SyntheticData4ML Workshop.

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Record: https://forck.live/items/4868-neurips-2023-out-of-distribution-detection-via-synthetic-outlier-generation
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