Methods › General › Activation Functions › NAIL OR
Logit-space OR-gate (Normalized Approximate Independent Logit)
NAIL OR
Introduced by Scott C. Lowe et al. in Logical Activation Functions: Logit-space equivalents of Probabilistic Boolean Operators
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
NAIL OR is a two-dimensional activation function which takes two logits as input and produces a single output. It is a piece-wise linear approximation of the probabilistic OR operator in logit-space. OR_(AIL)(x, y) := x + y, x > 0, y > 0 max(x, y), otherwise
Papers archive 2025-07-28
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Logical Activation Functions: Logit-space equivalents of Probabilistic Boolean Operators 22 Oct 2021 · 0 repositories · arXiv:2110.11940
Tasks archive 2025-07-28
5 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
| Task | Papers |
|---|---|
| Compositional Zero-Shot Learning | 1 |
| Image Classification | 1 |
| Transfer Learning | 1 |
| Zero-Shot Learning | 1 |
| image-classification | 1 |
Usage over time archive 2025-07-28
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Categories archive 2025-07-28
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