Paper Citation Record · LEDGER

Analyzing and Guiding Zero-Shot Posterior Sampling in Diffusion Models

As of 9 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 1 inbound Pith citation observation for arXiv:2602.07715.

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

pith.paper-citation-record.v1
2602.07715 v2

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-21T13:27:45.428602Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-12T01:56:57.493772Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

19 of 19 outbound references displayed

verified exact11
verified fuzzy4
unresolved2
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 34a52a26-b886-4cce-84b4-f25c292213ea · outbound

This paper cites Exploiting the Exact Denoising Posterior Score in Training-Free Guidance of Diffusion Models.

Analyzing and Guiding Zero-Shot Posterior Sampling in Diffusion Models Exploiting the Exact Denoising Posterior Score in Training-Free Guidance of Diffusion Models

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-21T13:30:12.665805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 81ef8781-78b2-47e9-aa8b-c0072f38fdea · outbound

This paper cites Spectral analysis of dif- fusion models with application to schedule design.arXiv preprint arXiv:2502.00180.

Analyzing and Guiding Zero-Shot Posterior Sampling in Diffusion Models Spectral analysis of dif- fusion models with application to schedule design.arXiv preprint arXiv:2502.00180

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-21T13:30:12.658764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1eb9d5d6-22a3-4350-bd8b-4ae35f4169a6 · outbound

This paper cites On the Trajectory Regularity of ODE-based Diffusion Sampling.

Analyzing and Guiding Zero-Shot Posterior Sampling in Diffusion Models On the Trajectory Regularity of ODE-based Diffusion Sampling

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-21T13:30:12.648957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1ba143a8-f52e-4435-88ac-9ab20fadefb1 · outbound

This paper cites ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models.

Analyzing and Guiding Zero-Shot Posterior Sampling in Diffusion Models ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-21T13:30:12.662141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2b78a568-7638-4ee7-a58b-ff16bd66e256 · outbound

This paper cites Diffusion Posterior Sampling for General Noisy Inverse Problems.

Analyzing and Guiding Zero-Shot Posterior Sampling in Diffusion Models Diffusion Posterior Sampling for General Noisy Inverse Problems

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-05-21T13:30:12.645180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 17c3fd94-b272-4cdb-b426-6b0fbaada09f · outbound

This paper cites Manifold Preserving Guided Diffusion.

Analyzing and Guiding Zero-Shot Posterior Sampling in Diffusion Models Manifold Preserving Guided Diffusion

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-21T13:30:12.641985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5ab62ed4-6587-42a1-ae8a-4a1de47edfd9 · outbound

This paper cites PyTorch Image Quality: Metrics for Image Quality Assessment.

Analyzing and Guiding Zero-Shot Posterior Sampling in Diffusion Models PyTorch Image Quality: Metrics for Image Quality Assessment

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-21T13:30:12.655730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 51277288-dc6f-4b22-8eef-fd4f3e6a3542 · outbound

This paper cites Palette: Image-to-image diffusion models.

Analyzing and Guiding Zero-Shot Posterior Sampling in Diffusion Models Palette: Image-to-image diffusion models

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T13:34:12.351725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7daef9c4-de8d-4ba8-afe6-3eb1df734fb2 · outbound

This paper cites Score-Based Generative Modeling through Stochastic Differential Equations.

Analyzing and Guiding Zero-Shot Posterior Sampling in Diffusion Models Score-Based Generative Modeling through Stochastic Differential Equations

Reference 9

Resolution: metadata mismatch; local_arxiv, observed 2026-05-21T13:30:12.668800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6e500dc0-a4d9-436b-83a1-d053e112c904 · outbound

This paper cites Learning to Discretize Denoising Diffusion ODEs.

Analyzing and Guiding Zero-Shot Posterior Sampling in Diffusion Models Learning to Discretize Denoising Diffusion ODEs

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-21T13:30:12.672646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 84415835-21fa-4f04-9fcf-4508379378b1 · outbound

This paper cites Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model.

Analyzing and Guiding Zero-Shot Posterior Sampling in Diffusion Models Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-21T13:30:12.683425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 26431cff-af87-4ebc-a4cf-0842fae3948b · outbound

This paper cites Towards more accurate diffusion model acceleration with a timestep aligner.arXiv preprint arXiv:2310.09469.

Analyzing and Guiding Zero-Shot Posterior Sampling in Diffusion Models Towards more accurate diffusion model acceleration with a timestep aligner.arXiv preprint arXiv:2310.09469

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-21T13:30:12.676298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7da9a128-28c1-4a8d-bae7-a0afc21900af · outbound

This paper cites Guidance with Spherical Gaussian Constraint for Conditional Diffusion.

Analyzing and Guiding Zero-Shot Posterior Sampling in Diffusion Models Guidance with Spherical Gaussian Constraint for Conditional Diffusion

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-21T13:30:12.679660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation aa23616c-6912-4fdc-915c-95d1340b853e · outbound

This paper cites The Reverse Process in the Time Domain Here, we present the reverse process in the time domain for the DDIM (Song et al., 2021).

Analyzing and Guiding Zero-Shot Posterior Sampling in Diffusion Models The Reverse Process in the Time Domain Here, we present the reverse process in the time domain for the DDIM (Song et al., 2021)

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T13:34:12.348537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c752178e-d240-42ff-b732-d723521742d9 · outbound

This paper cites an unresolved cited work.

Analyzing and Guiding Zero-Shot Posterior Sampling in Diffusion Models Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-05-21T13:34:12.342943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation baf0c2e4-418b-4c1d-ab13-611a9dcf2a65 · outbound

This paper cites xs−1 = √¯αt−1ˆx0 + p 1−¯αt−1 −σ 2s(η)ϵ θ(xs, s)−ζ i∇xt ∥y−H ˆx0∥2 2 +σ s(η)zs.(54) where: σs(η) =η r 1−¯αs−1 1−¯αs r 1− ¯αs ¯αs−1.

Analyzing and Guiding Zero-Shot Posterior Sampling in Diffusion Models xs−1 = √¯αt−1ˆx0 + p 1−¯αt−1 −σ 2s(η)ϵ θ(xs, s)−ζ i∇xt ∥y−H ˆx0∥2 2 +σ s(η)zs.(54) where: σs(η) =η r 1−¯αs−1 1−¯αs r 1− ¯αs ¯αs−1

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T13:34:12.345473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 19305f28-07bc-40e6-8f23-b20fbbed2dcf · outbound

This paper cites an unresolved cited work.

Analyzing and Guiding Zero-Shot Posterior Sampling in Diffusion Models Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-05-21T13:34:12.340403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6be0a5de-67ca-4245-9387-7e384f2e507f · outbound

This paper cites where: σs(η) =η r 1−¯αs−1 1−¯αs r 1− ¯αs ¯αs−1.

Analyzing and Guiding Zero-Shot Posterior Sampling in Diffusion Models where: σs(η) =η r 1−¯αs−1 1−¯αs r 1− ¯αs ¯αs−1

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T13:34:12.355030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9f32e6ce-8cee-4a49-b3ed-d211dfa00e03 · outbound

This paper cites an unresolved cited work.

Analyzing and Guiding Zero-Shot Posterior Sampling in Diffusion Models Unresolved cited work

Reference 19

Resolution: malformed identifier; arxiv_id, observed 2026-05-21T13:30:12.652275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation 66298be5-396d-4d7d-baf1-d97901f7af54 · inbound

Mixture-of-Gaussians-Guided Schedule Design for Brownian Bridge Diffusion Models cites this paper.

Mixture-of-Gaussians-Guided Schedule Design for Brownian Bridge Diffusion Models Analyzing and Guiding Zero-Shot Posterior Sampling in Diffusion Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-12T01:56:57.493772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.