Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
TrivialAugment: Tuning-free Yet State-of-the-Art Data Augmentation
As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2103.10158.
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 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T16:57:05.949766Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-11T14:06:02.851207Z
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 3a44dcb2-fad6-411c-81bf-a9f92504ddee · inbound
Fine-Grained Image Recognition from Scratch with Teacher-Guided Data Augmentation cites this paper.
Fine-Grained Image Recognition from Scratch with Teacher-Guided Data Augmentation TrivialAugment: Tuning-free Yet State-of-the-Art Data Augmentation
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:57:05.949766Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 461dee94-fc84-4f0b-86af-e557829abd12 · inbound
Image-Based Malware Type Classification on MalNet-Image Tiny: Effects of Multi-Scale Fusion, Transfer Learning, Data Augmentation, and Schedule-Free Optimization cites this paper.
Image-Based Malware Type Classification on MalNet-Image Tiny: Effects of Multi-Scale Fusion, Transfer Learning, Data Augmentation, and Schedule-Free Optimization TrivialAugment: Tuning-free Yet State-of-the-Art Data Augmentation
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T14:06:02.853086Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.