Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Do Generated Data Always Help Contrastive Learning?
As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2403.12448.
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 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-12T08:12:18.373103Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T22:57:26.185636Z
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 e1f8b234-50ae-4a35-a057-d5b760ef3c42 · inbound
SimReg: Achieving Higher Performance in the Pretraining via Embedding Similarity Regularization cites this paper.
SimReg: Achieving Higher Performance in the Pretraining via Embedding Similarity Regularization Do Generated Data Always Help Contrastive Learning?
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T07:16:28.838582Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d8ca53ac-85a2-444c-bfa2-b31697b64a25 · inbound
A Theoretical Analysis of Memory and Overfitting Phenomena in Stochastic Interpolation Models cites this paper.
A Theoretical Analysis of Memory and Overfitting Phenomena in Stochastic Interpolation Models Do Generated Data Always Help Contrastive Learning?
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T22:57:26.187029Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 40335866-76d5-4e75-a5ad-f1c1cf3dd289 · inbound
Post-Generation Curation of Synthetic Images via Homogeneous-Heterogeneous Splitting cites this paper.
Post-Generation Curation of Synthetic Images via Homogeneous-Heterogeneous Splitting Do Generated Data Always Help Contrastive Learning?
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T08:12:18.373103Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.