Paper Citation Record · LEDGER

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization

As of 19 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 1 inbound Pith citation observation for arXiv:2412.03941.

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

pith.paper-citation-record.v1
2412.03941 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T22:00:07.427496Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T09:45:27.322571Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T12:54:40.559264Z

Reference resolution

37 of 37 outbound references displayed

verified exact0
verified fuzzy15
unresolved21
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f8ff73b7-8189-4c6e-8afb-0ca5df58eb37 · outbound

This paper cites In- troduction to inverse problems in imaging.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization In- troduction to inverse problems in imaging

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:00:07.734377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 295935fa-3e51-4d5a-9cd6-13e8ff14a2ed · outbound

This paper cites A proof of local conver- gence for the adam optimizer.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization A proof of local conver- gence for the adam optimizer

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:00:07.725434Z

Source-reported events for the cited work

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Observation 54c8be46-012b-4ed6-bfb6-480662e3b16e · outbound

This paper cites Plug- and-play admm for image restoration: Fixed-point conver- gence and applications.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Plug- and-play admm for image restoration: Fixed-point conver- gence and applications

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:00:07.717137Z

Source-reported events for the cited work

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Observation 16493c6f-e2ca-4f4e-b400-b604cb76cd88 · outbound

This paper cites On the Convergence of A Class of Adam-Type Algorithms for Non-Convex Optimization.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization On the Convergence of A Class of Adam-Type Algorithms for Non-Convex Optimization

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T22:00:07.322299Z

Source-reported events for the cited work

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Observation ed4d90a1-235e-4184-b63e-3ae79ea8a878 · outbound

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

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Diffusion Posterior Sampling for General Noisy Inverse Problems

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T22:00:07.326163Z

Source-reported events for the cited work

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Observation 7851ba29-7c79-4020-a46f-a1694a6020f0 · outbound

This paper cites Diffusion models beat gans on image synthesis.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Diffusion models beat gans on image synthesis

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:00:07.707299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c831c47e-520a-4ab0-b0d2-9b857e61bd9a · outbound

This paper cites Recursive stochastic algorithms for global optimization in rˆd.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Recursive stochastic algorithms for global optimization in rˆd

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:00:07.697588Z

Source-reported events for the cited work

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Observation 8680240d-6161-498f-befd-9410e1d8b1fc · outbound

This paper cites Classifier-Free Diffusion Guidance.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Classifier-Free Diffusion Guidance

Reference 8

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Observation 5d83f5c7-b5b0-4bba-b6e9-0347fba4f7c3 · outbound

This paper cites Image quality metrics: Psnr vs.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Image quality metrics: Psnr vs

Reference 9

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Source-reported events for the cited work

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Observation e6003062-ac50-46cc-94c4-385013c8e15c · outbound

This paper cites A style-based generator architecture for generative adversarial networks.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization A style-based generator architecture for generative adversarial networks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T22:00:07.341602Z

Source-reported events for the cited work

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Observation a1db2061-05b4-4d8b-909f-e254a5dd3e73 · outbound

This paper cites Elucidating the design space of diffusion-based generative models.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Elucidating the design space of diffusion-based generative models

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:00:07.681239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f7f7a3e1-1302-487e-8439-36eab7e6b17c · outbound

This paper cites Denoising diffusion restoration models.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Denoising diffusion restoration models

Reference 12

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Source-reported events for the cited work

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Observation 35bdf193-cab1-48d2-b525-fb69118b9826 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Adam: A Method for Stochastic Optimization

Reference 13

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Source-reported events for the cited work

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Observation 709448ce-d3c8-4a68-9481-3468168616dd · outbound

This paper cites Repaint: Inpainting using denoising diffusion probabilistic models.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Repaint: Inpainting using denoising diffusion probabilistic models

Reference 14

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Observation 83eacd2c-3648-4a02-8029-de9a120466f9 · outbound

This paper cites A Variational Perspective on Solving Inverse Problems with Diffusion Models.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization A Variational Perspective on Solving Inverse Problems with Diffusion Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T22:00:07.358817Z

Source-reported events for the cited work

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Observation 39a6e482-9809-44ff-8a7b-659842dbd776 · outbound

This paper cites Improved denoising diffusion probabilistic models.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Improved denoising diffusion probabilistic models

Reference 16

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Source-reported events for the cited work

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Observation 5d325fe9-096a-41c3-9ce5-c2346dfd4cb5 · outbound

This paper cites DreamFusion: Text-to-3D using 2D Diffusion.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization DreamFusion: Text-to-3D using 2D Diffusion

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T22:00:07.366591Z

Source-reported events for the cited work

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Observation b2c6f666-4c4d-492b-8385-17f19f685ccd · outbound

This paper cites Non-convex learning via stochastic gradient langevin dy- namics: a nonasymptotic analysis.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Non-convex learning via stochastic gradient langevin dy- namics: a nonasymptotic analysis

Reference 18

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Source-reported events for the cited work

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Observation bcf75444-803d-4b0b-9c9e-3cf8164f8013 · outbound

This paper cites An introduction to inverse problems in physics.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization An introduction to inverse problems in physics

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:00:07.649320Z

Source-reported events for the cited work

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Observation 47c6e6ff-7c8b-445e-bf35-9fdb5702084e · outbound

This paper cites Solving linear inverse problems provably via posterior sampling with latent diffusion models.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Solving linear inverse problems provably via posterior sampling with latent diffusion models

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:00:07.641328Z

Source-reported events for the cited work

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Observation dea64459-9714-46eb-acb5-729665a6ae08 · outbound

This paper cites Imagenet large scale visual recognition challenge.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Imagenet large scale visual recognition challenge

Reference 21

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Source-reported events for the cited work

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Observation 649712b0-99c7-49d8-9354-36e66bea797e · outbound

This paper cites Solving linear inverse prob- lems using gan priors: An algorithm with provable guaran- tees.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Solving linear inverse prob- lems using gan priors: An algorithm with provable guaran- tees

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:00:07.628284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6446e372-26f9-422d-8af7-33e1cd0a080c · outbound

This paper cites Solving Inverse Problems with Latent Diffusion Models via Hard Data Consistency.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Solving Inverse Problems with Latent Diffusion Models via Hard Data Consistency

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T22:00:07.383520Z

Source-reported events for the cited work

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Observation 36b7d267-5d3e-4bb7-ba18-e3e1c145fdd8 · outbound

This paper cites Denoising Diffusion Implicit Models.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Denoising Diffusion Implicit Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T22:00:07.386420Z

Source-reported events for the cited work

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Observation 9e7d0ea5-0674-4b20-bdb4-6fa1e9665bf7 · outbound

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

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Score-Based Generative Modeling through Stochastic Differential Equations

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T22:00:07.389065Z

Source-reported events for the cited work

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Observation b24ea704-0734-475e-9e51-0e847b74a615 · outbound

This paper cites Explore image deblurring via encoded blur kernel space.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Explore image deblurring via encoded blur kernel space

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:00:07.619248Z

Source-reported events for the cited work

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Observation 3375a5c2-9206-4957-8ff1-ba30faba1f11 · outbound

This paper cites DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T22:00:07.394820Z

Source-reported events for the cited work

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Observation 376bd290-e1b2-4523-b8e7-d46a5be4479b · outbound

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

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T22:00:07.397541Z

Source-reported events for the cited work

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Observation 7f649f31-1cd6-4820-aede-fc33f60e677a · outbound

This paper cites Bayesian learning via stochas- tic gradient langevin dynamics.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Bayesian learning via stochas- tic gradient langevin dynamics

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:00:07.609889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 353cfa8f-1de0-4821-8dac-f2f2e9063bb8 · outbound

This paper cites Improving Diffusion Inverse Problem Solving with Decoupled Noise Annealing.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Improving Diffusion Inverse Problem Solving with Decoupled Noise Annealing

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T22:00:07.404928Z

Source-reported events for the cited work

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Observation 5027e539-f9ec-4a52-b8bc-66005236ce43 · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization The unreasonable effectiveness of deep features as a perceptual metric

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:00:07.601455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8bfc01b6-05f1-4778-8a87-807aa855b39a · outbound

This paper cites 1 n nX i=1 N (x; zi, σ2I)∥D(x; σ) − zi∥2 2 # 0 = nX i=1 N (x; zi, σ2I)∇D(x;σ) ∥D(x; σ) − zi∥2 2 0 = nX i=1 N (x; zi, σ2I) [2D(x; σ) − 2zi] 0 =.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization 1 n nX i=1 N (x; zi, σ2I)∥D(x; σ) − zi∥2 2 # 0 = nX i=1 N (x; zi, σ2I)∇D(x;σ) ∥D(x; σ) − zi∥2 2 0 = nX i=1 N (x; zi, σ2I) [2D(x; σ) − 2zi] 0 =

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:00:07.592036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d512f8ee-56a9-420e-bf4b-333fa587d795 · outbound

This paper cites Task Configuration We use the exactly the same task configuration as in [30] where you can find in Section D.1 in [30].

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Task Configuration We use the exactly the same task configuration as in [30] where you can find in Section D.1 in [30]

Reference 33

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Source-reported events for the cited work

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Observation 5ee9ce7b-ef86-4336-9e01-3da1af50e924 · outbound

This paper cites an unresolved cited work.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:00:07.573620Z

Source-reported events for the cited work

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Observation f4f0f4f1-edbf-4278-be1c-5755ce1178ad · outbound

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Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Unresolved cited work

Reference 35

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Observation 57c16d93-c16b-4882-a871-ebb7dc80890d · outbound

This paper cites This suggests that our method saturates at an early stage for most tasks.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization This suggests that our method saturates at an early stage for most tasks

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:00:07.554356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b19cdfe2-a752-4367-b67f-6150c5ab63d0 · outbound

This paper cites an unresolved cited work.

Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:00:07.544976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation d6f879ad-eaaf-4eb9-bb44-6f802f2b8039 · inbound

Stochastic Optimal Control Sampling for Diffusion Inverse Problems cites this paper.

Stochastic Optimal Control Sampling for Diffusion Inverse Problems Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-06-30T12:54:40.560774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.