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July 9, 2024Open Access

Improving Out-of-Distribution Detection by Combining Existing Post-hoc Methods

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Authors

PNPaul NovelloYPYannick PrudentJDJoseba Dalmau

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Novello et al. (2024) studied this question.

synapsesocial.com/papers/68e60f6ab6db6435875a2774https://doi.org/10.48550/arxiv.2407.07135
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Combine and Conquer: A Meta-Analysis on Data Shift and Out-of-Distribution Detection2024
  2. 2MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities2024 · 1 citations
  3. 3Dissecting Out-of-Distribution Detection and Open-Set Recognition: A Critical Analysis of Methods and Benchmarks2024
  4. 4Continual Unsupervised Out-of-Distribution Detection2024 · 1 citations
  5. 5Out-of-Distribution Detection: A Task-Oriented Survey of Recent Advances2025 · 22 citations