Runtime Verification for Visual Deep Learning Systems With Loss Prediction
Deep neural networks often demonstrate remarkable performance on benchmarks, but have been shown to readily fail once they leave lab-conditions and are deployed in real-world conditions. This can be attributed to their sensitivity to minor changes in the nature of the data, typically referred to as...
Tallennettuna:
| Päätekijät: | , , , |
|---|---|
| Aineistotyyppi: | Artigo |
| Kieli: | Inglês |
| Julkaistu: |
IEEE
2025-01-01
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| Sarja: | IEEE Access |
| Aiheet: | |
| Linkit: | https://ieeexplore.ieee.org/document/10930478/ |
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