Paper Citation Record · LEDGER

Diffusion Models Need Visual Priors for Image Generation

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2410.08531.

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

pith.paper-citation-record.v1
2410.08531 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 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 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T16:18:12.310367Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T05:30:55.349960Z

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 1c9c8a19-715b-427b-bc51-cf315e2edc74 · inbound

MSF: Efficient Diffusion Model Via Multi-Scale Latent Factorize cites this paper.

MSF: Efficient Diffusion Model Via Multi-Scale Latent Factorize Diffusion Models Need Visual Priors for Image Generation

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-10T16:18:12.310367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d0e2bee-3335-45e8-9081-02557826392b · inbound

Exploring Representation-Aligned Latent Space for Better Generation cites this paper.

Exploring Representation-Aligned Latent Space for Better Generation Diffusion Models Need Visual Priors for Image Generation

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-09T19:22:41.744781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bed14cd8-c1eb-486f-ab19-58ea8399a1fa · inbound

PixNerd: Pixel Neural Field Diffusion cites this paper.

PixNerd: Pixel Neural Field Diffusion Diffusion Models Need Visual Priors for Image Generation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T10:59:53.579486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 742b332a-8d65-4f02-a1d7-d01dd77bade4 · inbound

Transition Models: Rethinking the Generative Learning Objective cites this paper.

Transition Models: Rethinking the Generative Learning Objective Diffusion Models Need Visual Priors for Image Generation

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-05T10:19:54.529986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a37d22bd-e6ef-4351-9d9d-942794b9f20e · inbound

StableSketcher: Enhancing Diffusion Model for Pixel-based Sketch Generation via Visual Question Answering Feedback cites this paper.

StableSketcher: Enhancing Diffusion Model for Pixel-based Sketch Generation via Visual Question Answering Feedback Diffusion Models Need Visual Priors for Image Generation

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-18T05:30:55.352445Z

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 1e156c85-a737-4fb1-b745-0b2a6eecc8bf · inbound

DeCo: Frequency-Decoupled Pixel Diffusion for End-to-End Image Generation cites this paper.

DeCo: Frequency-Decoupled Pixel Diffusion for End-to-End Image Generation Diffusion Models Need Visual Priors for Image Generation

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-05-17T05:49:08.258222Z

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 6c4adc02-10f7-4ce9-980e-36820af44e1e · inbound

PixelGen: Improving Pixel Diffusion with Perceptual Supervision cites this paper.

PixelGen: Improving Pixel Diffusion with Perceptual Supervision Diffusion Models Need Visual Priors for Image Generation

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-16T07:57:33.239921Z

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.