Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Automated Image Data Preprocessing with Deep Reinforcement Learning
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:1806.05886.
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 2026-08-06T16:23:30.657600Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-16T10:57:46.868702Z
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 1fde8060-ad89-428e-be21-be6d556637c2 · inbound
LLaPipe: LLM-Guided Reinforcement Learning for Automated Data Preparation Pipeline Construction cites this paper.
LLaPipe: LLM-Guided Reinforcement Learning for Automated Data Preparation Pipeline Construction Automated Image Data Preprocessing with Deep Reinforcement Learning
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:23:30.657600Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4b949d00-8552-473a-8702-8f5751de0a90 · inbound
LLM-AutoDP: Automatic Data Processing via LLM Agents for Model Fine-tuning cites this paper.
LLM-AutoDP: Automatic Data Processing via LLM Agents for Model Fine-tuning Automated Image Data Preprocessing with Deep Reinforcement Learning
Reference 33
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T10:57:46.870170Z
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.