Paper Citation Record · LEDGER

Reward-Instruct: A Reward-Centric Approach to Fast Photo-Realistic Image Generation

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2503.13070.

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

pith.paper-citation-record.v1
2503.13070 v2

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 2026-08-08T06:32:00.761636+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:43:12.429460Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T09:45:39.972847Z

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 69fe4d46-0248-469d-8cb9-7a2388472501 · inbound

DiffusionReward: Enhancing Blind Face Restoration through Reward Feedback Learning cites this paper.

DiffusionReward: Enhancing Blind Face Restoration through Reward Feedback Learning Reward-Instruct: A Reward-Centric Approach to Fast Photo-Realistic Image Generation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T14:43:12.429460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96fefaa2-356e-43e1-8f56-60c865e7ae93 · inbound

Reward-Forcing: Autoregressive Video Generation with Reward Feedback cites this paper.

Reward-Forcing: Autoregressive Video Generation with Reward Feedback Reward-Instruct: A Reward-Centric Approach to Fast Photo-Realistic Image Generation

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-16T11:52:49.268836Z

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.

Observation 7bbe9fdf-d35b-4c9f-a270-77a7c753ec3c · inbound

FP4 Explore, BF16 Train: Diffusion Reinforcement Learning via Efficient Rollout Scaling cites this paper.

FP4 Explore, BF16 Train: Diffusion Reinforcement Learning via Efficient Rollout Scaling Reward-Instruct: A Reward-Centric Approach to Fast Photo-Realistic Image Generation

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:25:56.601074Z

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.

Observation 678868bd-acef-466c-925d-57f2cb10fc5d · inbound

Quality-Aware Modulation for Diffusion Transformers cites this paper.

Quality-Aware Modulation for Diffusion Transformers Reward-Instruct: A Reward-Centric Approach to Fast Photo-Realistic Image Generation

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-07-01T09:45:39.974254Z

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.