Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
A Non-monotonic Smooth Activation Function
As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2310.10126.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T10:37:11.343254Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T18:07:20.558223Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation e6ad75a2-9add-48c4-954c-d7c6f2e3667b · inbound
Robustness as Architecture: Designing IQA Models to Withstand Adversarial Perturbations cites this paper.
Robustness as Architecture: Designing IQA Models to Withstand Adversarial Perturbations A Non-monotonic Smooth Activation Function
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:37:11.343254Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 991c45f7-8c57-4f76-827f-9bd9769ae1ee · inbound
Automatic Contouring of Spinal Vertebrae on X-Ray using a Novel Sandwich U-Net Architecture cites this paper.
Automatic Contouring of Spinal Vertebrae on X-Ray using a Novel Sandwich U-Net Architecture A Non-monotonic Smooth Activation Function
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T18:07:20.690634Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.