Paper Citation Record · LEDGER

The Evolution of Out-of-Distribution Robustness Throughout Fine-Tuning

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2106.15831.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2106.15831 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:35:08.704640Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-15T10:53:08.442759Z

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 c0543b6e-da7b-418d-b275-822e224ddb86 · inbound

CoCa: Contrastive Captioners are Image-Text Foundation Models cites this paper.

CoCa: Contrastive Captioners are Image-Text Foundation Models The Evolution of Out-of-Distribution Robustness Throughout Fine-Tuning

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-15T10:53:08.445050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 79f430fd-6158-421c-bf7b-3b28fd3fda7e · inbound

Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models cites this paper.

Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models The Evolution of Out-of-Distribution Robustness Throughout Fine-Tuning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T05:56:42.779554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd37ad6b-7b14-4f8e-b198-8f40fc861cc5 · inbound

Energy-Aware Deep Learning on Resource-Constrained Hardware cites this paper.

Energy-Aware Deep Learning on Resource-Constrained Hardware The Evolution of Out-of-Distribution Robustness Throughout Fine-Tuning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:08.704640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48038931-74da-400c-ac6d-0d2aadf2f3f2 · inbound

Learning Causality for Modern Machine Learning cites this paper.

Learning Causality for Modern Machine Learning The Evolution of Out-of-Distribution Robustness Throughout Fine-Tuning

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-07T01:03:46.659507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.