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Paper Citation Record · LEDGER

Tuning computer vision models with task rewards

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2302.08242.

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

pith.paper-citation-record.v1
2302.08242 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T23:08:53.063278Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T22:41:53.963753Z

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 d836c8f5-170c-4c6b-ae9f-dd75f6a2b4ad · inbound

A Review On Safe Reinforcement Learning Using Lyapunov and Barrier Functions cites this paper.

A Review On Safe Reinforcement Learning Using Lyapunov and Barrier Functions Tuning computer vision models with task rewards

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-18T22:41:53.967690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-18T22:37:32.388931Z digest=sha256:54ea36ed92216bf036aa021ecb6ff57acc28703884657eed37e49d5827044f17

Observation e7353cbc-a74a-4f24-9d51-4d6adfe96c72 · inbound

SpatialThinker: Reinforcing Scene Graph-Grounded Spatial Reasoning via Dense Rewards cites this paper.

SpatialThinker: Reinforcing Scene Graph-Grounded Spatial Reasoning via Dense Rewards Tuning computer vision models with task rewards

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-03T23:08:53.063278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T23:08:53.063278Z digest=sha256:bb6919bd46c3dceb5b781226fd16c4e8d13a189b46688e2ccd2a67cad753ffc5

Observation 419decae-018c-441a-bec8-abae33740b50 · inbound

Response Time Enhances Alignment with Heterogeneous Preferences cites this paper.

Response Time Enhances Alignment with Heterogeneous Preferences Tuning computer vision models with task rewards

Reference 92

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T04:46:00.174223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-05-11T01:04:26.288913Z digest=sha256:e069579a6c7ad5965bb07502bf985a6255856ee96387ed7bf6cb18f63edfaf9b