Paper Citation Record · LEDGER

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration

As of 14 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2509.06803.

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

pith.paper-citation-record.v1
2509.06803 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T23:09:05.604498Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

34 of 34 outbound references displayed

verified exact0
verified fuzzy29
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 82d429f3-5b18-4f6d-93c3-c22498314025 · outbound

This paper cites Brown, Jihwan Choe, and Kihwan Kim.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Brown, Jihwan Choe, and Kihwan Kim

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:09:12.509946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d4012961-2858-41e3-b329-52f9054e32a3 · outbound

This paper cites Zico Kolter.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Zico Kolter

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:09:12.261790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b0622299-6823-47ad-bdca-019240eaafc3 · outbound

This paper cites Butler, Jonas Wulff, Garrett B.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Butler, Jonas Wulff, Garrett B

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:09:12.059419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 028efc96-d8ea-491d-a4d6-79b210934541 · outbound

This paper cites Simple baselines for image restoration.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Simple baselines for image restoration

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T23:09:02.853876Z

Source-reported events for the cited work

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Observation dbbf7f9a-d89b-4d2e-b1b3-4fc00ee4e756 · outbound

This paper cites Memflow: Optical flow esti- mation and prediction with memory.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Memflow: Optical flow esti- mation and prediction with memory

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:09:11.815519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 83c21ba0-2cf6-4356-a2dc-061a1dd85496 · outbound

This paper cites Flownet: Learn- ing optical flow with convolutional networks.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Flownet: Learn- ing optical flow with convolutional networks

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:09:11.577501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 27caf6ea-82eb-4f61-9fae-e1b067ec5483 · outbound

This paper cites Rethinking RAFT for Efficient Optical Flow.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Rethinking RAFT for Efficient Optical Flow

Reference 7

Resolution: metadata mismatch; local_arxiv, observed 2026-08-04T23:09:05.755513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9a3f5a62-6a26-424c-a132-8d185754b2b0 · outbound

This paper cites Self-supervised non-uniform kernel estimation with flow-based motion prior for blind im- age deblurring.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Self-supervised non-uniform kernel estimation with flow-based motion prior for blind im- age deblurring

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:09:11.390166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 617a2766-006c-416a-bbed-c7e75598babd · outbound

This paper cites Are we ready for autonomous driving? the KITTI vision benchmark suite.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Are we ready for autonomous driving? the KITTI vision benchmark suite

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:09:11.214792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation da964ce5-c34f-4519-9608-42b5912273d5 · outbound

This paper cites Are we ready for autonomous driving? the KITTI vision benchmark suite.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Are we ready for autonomous driving? the KITTI vision benchmark suite

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:09:10.997851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a7ef132a-d607-4617-942a-fb181b8e3de8 · outbound

This paper cites Flowformer: A transformer architecture for optical flow.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Flowformer: A transformer architecture for optical flow

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:09:10.809701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2abf87af-8cdb-4524-925b-e093292c3de5 · outbound

This paper cites Automatic removal of chromatic aberration from a single image.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Automatic removal of chromatic aberration from a single image

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:09:10.598728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a469527c-7ace-43da-81f2-6755924c5902 · outbound

This paper cites Mohler, Bernhard Sch¨olkopf, and Stefan Harmeling.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Mohler, Bernhard Sch¨olkopf, and Stefan Harmeling

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:09:10.386976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 79ac1728-80fd-4c07-b45d-eee2d2ceb24f · outbound

This paper cites Efficient frequency domain-based trans- formers for high-quality image deblurring.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Efficient frequency domain-based trans- formers for high-quality image deblurring

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:09:10.166132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5cace8bf-b877-40ef-a12b-9be5ecabae90 · outbound

This paper cites Sparse global matching for video frame interpolation with large motion.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Sparse global matching for video frame interpolation with large motion

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:09:09.939873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f5e5eab4-2b7e-48e8-88d2-85145ae6717a · outbound

This paper cites Flowdiffuser: Advancing optical flow es- timation with diffusion models.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Flowdiffuser: Advancing optical flow es- timation with diffusion models

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:09:09.729482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8b831389-61b7-4cf7-9fe6-1e43647ee432 · outbound

This paper cites Adarevd: Adaptive patch exiting reversible decoder pushes the limit of image deblurring.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Adarevd: Adaptive patch exiting reversible decoder pushes the limit of image deblurring

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:09:09.504562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f39dce9f-7ace-4dc6-aeac-b837e4abf867 · outbound

This paper cites Loformer: Local frequency transformer for im- age deblurring.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Loformer: Local frequency transformer for im- age deblurring

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:09:09.301580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5eaa9533-1b16-43e3-8748-3f28d45d7384 · outbound

This paper cites A large dataset to train convolutional networks for disparity, optical flow, and scene flow estimation.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration A large dataset to train convolutional networks for disparity, optical flow, and scene flow estimation

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:09:09.065564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9f368d02-60a9-4ebb-a7f0-021cfd7e773f · outbound

This paper cites Deep multi-scale convolutional neural network for dynamic scene deblurring.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Deep multi-scale convolutional neural network for dynamic scene deblurring

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:09:08.862648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 227df222-d870-4561-b33e-52eed4424aa8 · outbound

This paper cites Real-world blur dataset for learning and benchmarking de- blurring algorithms.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Real-world blur dataset for learning and benchmarking de- blurring algorithms

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:09:08.661359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9e33fa31-991f-4b78-9797-b4791832ab9c · outbound

This paper cites Human-aware mo- tion deblurring.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Human-aware mo- tion deblurring

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:09:08.443961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 282e5a2d-5f37-4dd7-baba-2c47b3f6f513 · outbound

This paper cites Videoflow: Exploiting temporal cues for multi-frame optical flow estimation.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Videoflow: Exploiting temporal cues for multi-frame optical flow estimation

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:09:08.246489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d8f53f1f-1e89-4ca6-b0b8-ae6df3c958f0 · outbound

This paper cites XVFI: ex- treme video frame interpolation.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration XVFI: ex- treme video frame interpolation

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:09:08.051024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b95a46dd-ebca-416d-8f3a-153288d99e4a · outbound

This paper cites Deep video deblurring for hand-held cameras.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Deep video deblurring for hand-held cameras

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:09:07.808295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 48f39186-b8f1-4e95-a48e-5bae1f36ec5e · outbound

This paper cites Edge-based blur kernel estimation using patch priors.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Edge-based blur kernel estimation using patch priors

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:09:07.631414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f0b3499c-4b8e-4876-9e73-2dad3ed38eb9 · outbound

This paper cites Chronos 2.1-hd high-speed camera.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Chronos 2.1-hd high-speed camera

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:09:07.412511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 04531300-d9a0-4871-981b-d8ab63143cd6 · outbound

This paper cites Perception-oriented video frame interpolation via asymmetric blending.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Perception-oriented video frame interpolation via asymmetric blending

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:09:07.198633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6978f74e-a79b-42c1-b326-f8fd4ba2af48 · outbound

This paper cites an unresolved cited work.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Unresolved cited work

Reference 29

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Source-reported events for the cited work

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Observation c84ca90b-1bd2-4b78-9b0b-5fd01b4bb74a · outbound

This paper cites an unresolved cited work.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:09:06.767978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d285616c-e71d-4dea-9593-d62af9c227a3 · outbound

This paper cites Extracting motion and ap- pearance via inter-frame attention for efficient video frame interpolation.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Extracting motion and ap- pearance via inter-frame attention for efficient video frame interpolation

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:09:06.572350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b05d8bfc-9118-48b4-a259-4ebbb5cad4a6 · outbound

This paper cites Vfimamba: Video frame interpo- lation with state space models.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Vfimamba: Video frame interpo- lation with state space models

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:09:06.335966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6a978556-5752-4622-913c-3eb0881c8a91 · outbound

This paper cites A closer look at blind super-resolution: Degradation models, baselines, and performance upper bounds.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration A closer look at blind super-resolution: Degradation models, baselines, and performance upper bounds

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:09:06.166071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c6a254b1-e05e-49d6-a428-4f4bb525af78 · outbound

This paper cites an unresolved cited work.

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:09:05.969972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

No inbound Pith citation observations are available.