Paper Citation Record · LEDGER

InstaRevive: One-Step Image Enhancement via Dynamic Score Matching

As of 16 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 1 inbound Pith citation observation for arXiv:2504.15513.

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

pith.paper-citation-record.v1
2504.15513 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:29:57.016660Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:37:08.984190Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T21:37:09.046163Z

Reference resolution

25 of 25 outbound references displayed

verified exact0
verified fuzzy10
unresolved14
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation acc0b234-a0e8-4385-80b6-1c9ad57d2de8 · outbound

This paper cites Understanding Diffusion Models: A Unified Perspective.

InstaRevive: One-Step Image Enhancement via Dynamic Score Matching Understanding Diffusion Models: A Unified Perspective

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T11:29:56.914843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1842de3c-b82d-4fcc-a777-0df6727e12ce · outbound

This paper cites AddSR: Accelerating Diffusion-based Blind Super-Resolution with Adversarial Diffusion Distillation.

InstaRevive: One-Step Image Enhancement via Dynamic Score Matching AddSR: Accelerating Diffusion-based Blind Super-Resolution with Adversarial Diffusion Distillation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T11:29:56.935118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abae8a46-6b75-4c51-806d-e54328255dd3 · outbound

This paper cites One-step Diffusion with Distribution Matching Distillation.

InstaRevive: One-Step Image Enhancement via Dynamic Score Matching One-step Diffusion with Distribution Matching Distillation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T11:29:56.944438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb6a9f86-f650-4780-835c-7eadb2328d6d · outbound

This paper cites Restormer: Efficient transformer for high-resolution image restoration.

InstaRevive: One-Step Image Enhancement via Dynamic Score Matching Restormer: Efficient transformer for high-resolution image restoration

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:29:57.693021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3bba3cd4-43d9-490d-af78-09fdbae4116d · outbound

This paper cites InstaRevive excels at enhancing real-world images with high resolutions, such as 2K.

InstaRevive: One-Step Image Enhancement via Dynamic Score Matching InstaRevive excels at enhancing real-world images with high resolutions, such as 2K

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:29:57.677807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation aa852632-670c-46c5-8092-e946206dd282 · outbound

This paper cites an unresolved cited work.

InstaRevive: One-Step Image Enhancement via Dynamic Score Matching Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:29:57.662029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e3bf0773-727f-46fe-b3da-a69c2a26c27e · outbound

This paper cites As shown in Figure 13, our framework yields visually appealing outcomes with finer details.

InstaRevive: One-Step Image Enhancement via Dynamic Score Matching As shown in Figure 13, our framework yields visually appealing outcomes with finer details

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:29:57.646940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b1889e9d-69fc-4701-ab06-b8f7cf2fa46f · outbound

This paper cites an unresolved cited work.

InstaRevive: One-Step Image Enhancement via Dynamic Score Matching Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:29:57.610114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 228ddd66-bf80-4aff-9adc-e5db62b81420 · outbound

This paper cites day-to-night.

InstaRevive: One-Step Image Enhancement via Dynamic Score Matching day-to-night

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:29:57.522792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8f37ba33-dd8e-438b-8539-182ac3ff4d79 · outbound

This paper cites The U-Net variant also delivers competitive results, although it exhibits a minor decrease in efficiency compared to the DiT-based model.

InstaRevive: One-Step Image Enhancement via Dynamic Score Matching The U-Net variant also delivers competitive results, although it exhibits a minor decrease in efficiency compared to the DiT-based model

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:29:57.462483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 784519fd-5ac3-467f-a0b6-0fe8f7bb7904 · outbound

This paper cites 3D style.

InstaRevive: One-Step Image Enhancement via Dynamic Score Matching 3D style

Reference 19

Resolution: malformed identifier; raw_fallback, observed 2026-08-16T11:29:57.446065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0deb1415-7119-4398-8636-1deec2ac59d1 · outbound

This paper cites an unresolved cited work.

InstaRevive: One-Step Image Enhancement via Dynamic Score Matching Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:29:57.428167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f13c7dae-3c04-4140-bcba-1a52c1620335 · outbound

This paper cites This enables our generator to learn image-to-image transitions while retaining identity.

InstaRevive: One-Step Image Enhancement via Dynamic Score Matching This enables our generator to learn image-to-image transitions while retaining identity

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:29:57.411139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d4eaadb6-f295-4f03-995c-7f015cb80d17 · outbound

This paper cites We employ a regression loss to ensure consistency and prevent unnecessary hallucinations during training.

InstaRevive: One-Step Image Enhancement via Dynamic Score Matching We employ a regression loss to ensure consistency and prevent unnecessary hallucinations during training

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:29:57.395324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7938d0fa-bf56-467b-a8d0-febc2634f867 · outbound

This paper cites Despite these advancements, they also fall short in completely resolving these issues, sometimes leading to artificial and unrealistic regions.

InstaRevive: One-Step Image Enhancement via Dynamic Score Matching Despite these advancements, they also fall short in completely resolving these issues, sometimes leading to artificial and unrealistic regions

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:29:57.379681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 75cf5391-5ab9-4faf-90ea-d411f15a0120 · outbound

This paper cites Assuming that the characteristic functions of distribution q0 and p0 are ϕq0(s) and ϕp0(s).

InstaRevive: One-Step Image Enhancement via Dynamic Score Matching Assuming that the characteristic functions of distribution q0 and p0 are ϕq0(s) and ϕp0(s)

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:29:57.364253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation caf6590b-dc98-4600-87c5-b12b4c4d804f · outbound

This paper cites Training details.

InstaRevive: One-Step Image Enhancement via Dynamic Score Matching Training details

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:29:57.276859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 48f74144-434d-4986-87b7-4dd0308e140d · outbound

This paper cites DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models.

InstaRevive: One-Step Image Enhancement via Dynamic Score Matching DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-16T11:29:56.908979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10cc8492-801e-42f8-84f1-5079191f0ddb · outbound

This paper cites DifFace: Blind Face Restoration with Diffused Error Contraction.

InstaRevive: One-Step Image Enhancement via Dynamic Score Matching DifFace: Blind Face Restoration with Diffused Error Contraction

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-16T11:29:56.949590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78880591-e8cb-43db-b677-cf6743023397 · outbound

This paper cites IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models.

InstaRevive: One-Step Image Enhancement via Dynamic Score Matching IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-16T11:29:56.939748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0a3ee48-c863-49e4-b1e8-a84ea63ddc3b · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

InstaRevive: One-Step Image Enhancement via Dynamic Score Matching LoRA: Low-Rank Adaptation of Large Language Models

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-16T11:29:56.898571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01542601-f0f1-47f5-bda3-62f34127026c · outbound

This paper cites DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior.

InstaRevive: One-Step Image Enhancement via Dynamic Score Matching DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-16T11:29:56.903989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79465dcc-0e9e-417e-a33e-d1ad8a4cc628 · outbound

This paper cites Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference.

InstaRevive: One-Step Image Enhancement via Dynamic Score Matching Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-16T11:29:56.919906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48ea08a0-2329-42e0-99cb-03e70aedd2b8 · outbound

This paper cites Exploiting Diffusion Prior for Real-World Image Super-Resolution.

InstaRevive: One-Step Image Enhancement via Dynamic Score Matching Exploiting Diffusion Prior for Real-World Image Super-Resolution

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-16T11:29:56.925144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a54d909-094c-4d01-9b18-0197e77f9438 · outbound

This paper cites Deep Retinex Decomposition for Low-Light Enhancement.

InstaRevive: One-Step Image Enhancement via Dynamic Score Matching Deep Retinex Decomposition for Low-Light Enhancement

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-16T11:29:56.930455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation def39505-06cc-4ccf-baed-4dff0a300a59 · inbound

Flash-VStream: Efficient Real-Time Understanding for Long Video Streams cites this paper.

Flash-VStream: Efficient Real-Time Understanding for Long Video Streams InstaRevive: One-Step Image Enhancement via Dynamic Score Matching

Reference 84

Resolution: verified exact; local_arxiv, observed 2026-08-06T21:37:09.053145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.