Paper Citation Record · LEDGER

Diff-Instruct++: Training One-step Text-to-image Generator Model to Align with Human Preferences

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2410.18881.

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

pith.paper-citation-record.v1
2410.18881 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T04:37:34.970721Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T23:45:07.702563Z

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 ab6d6384-e4b5-40f2-be8b-b1c25e141f8a · inbound

Schedule On the Fly: Diffusion Time Prediction for Faster and Better Image Generation cites this paper.

Schedule On the Fly: Diffusion Time Prediction for Faster and Better Image Generation Diff-Instruct++: Training One-step Text-to-image Generator Model to Align with Human Preferences

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T04:37:34.970721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55d69eb2-95a2-457d-a1e9-d8abed87c519 · inbound

Distribution Matching Distillation Meets Reinforcement Learning cites this paper.

Distribution Matching Distillation Meets Reinforcement Learning Diff-Instruct++: Training One-step Text-to-image Generator Model to Align with Human Preferences

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T21:47:19.976308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ffdb72b-6fc1-44a2-aacb-eb6d4f5928f0 · inbound

Live Avatar: Streaming Real-time Audio-Driven Avatar Generation with Infinite Length cites this paper.

Live Avatar: Streaming Real-time Audio-Driven Avatar Generation with Infinite Length Diff-Instruct++: Training One-step Text-to-image Generator Model to Align with Human Preferences

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-17T01:58:51.372155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7a651115-1861-4b43-ac1f-06cf972e5c69 · inbound

Live Avatar: Streaming Real-time Audio-Driven Avatar Generation with Infinite Length cites this paper.

Live Avatar: Streaming Real-time Audio-Driven Avatar Generation with Infinite Length Diff-Instruct++: Training One-step Text-to-image Generator Model to Align with Human Preferences

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T18:39:42.081824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09339346-933c-4712-a17a-d18d6e9bc044 · inbound

D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models cites this paper.

D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models Diff-Instruct++: Training One-step Text-to-image Generator Model to Align with Human Preferences

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:36:05.746415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 50b06d86-92b6-4a77-ad99-99c6e8582d5d · inbound

D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models cites this paper.

D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models Diff-Instruct++: Training One-step Text-to-image Generator Model to Align with Human Preferences

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-05-20T23:19:13.467257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 985615c3-b817-415c-8506-65afedea7893 · inbound

D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models cites this paper.

D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models Diff-Instruct++: Training One-step Text-to-image Generator Model to Align with Human Preferences

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-06-30T23:45:07.704178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3b4b9621-33c6-4e90-bb10-53713b919819 · inbound

Unbiased Diffusion Variational Inversion via Principled Posterior Matching cites this paper.

Unbiased Diffusion Variational Inversion via Principled Posterior Matching Diff-Instruct++: Training One-step Text-to-image Generator Model to Align with Human Preferences

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-06-30T12:34:39.267091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a6f637e1-2d1d-4a68-90db-57499fc8c576 · inbound

Reinforcing Few-step Generators via Reward-Tilted Distribution Matching cites this paper.

Reinforcing Few-step Generators via Reward-Tilted Distribution Matching Diff-Instruct++: Training One-step Text-to-image Generator Model to Align with Human Preferences

Reference 44

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T22:24:00.191234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.