Paper Citation Record · LEDGER

XYScanNet: A State Space Model for Single Image Deblurring

As of 14 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 1 inbound Pith citation observation for arXiv:2412.10338.

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

pith.paper-citation-record.v1
2412.10338 v3

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T16:00:12.608378Z

measured 68 of 68 standing notices

One-hop event checks from named stored sources.

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measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:02:09.600528Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-11T20:02:11.163425Z

Reference resolution

67 of 67 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 936d60e0-da10-4d23-b3e6-2614ddbfd107 · outbound

This paper cites Demystifying MMD GANs.

XYScanNet: A State Space Model for Single Image Deblurring Demystifying MMD GANs

Reference 1

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Source-reported events for the cited work

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Observation 4d6e2871-edd2-4b04-8ba8-bb989524e99c · outbound

This paper cites The perception-distortion tradeoff.

XYScanNet: A State Space Model for Single Image Deblurring The perception-distortion tradeoff

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.704853Z

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Observation 057469c6-57b4-4f15-846b-d3776ddaab09 · outbound

This paper cites Rethinking lossy com- pression: The rate-distortion-perception tradeoff.

XYScanNet: A State Space Model for Single Image Deblurring Rethinking lossy com- pression: The rate-distortion-perception tradeoff

Reference 3

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Observation fee4b239-d084-4032-ae2a-fca5e1ce12a4 · outbound

This paper cites Blind image deblurring with local maximum gra- dient prior.

XYScanNet: A State Space Model for Single Image Deblurring Blind image deblurring with local maximum gra- dient prior

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.667908Z

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Observation d83bf969-b570-4624-9962-38b4985cf8b8 · outbound

This paper cites Simple baselines for image restoration.

XYScanNet: A State Space Model for Single Image Deblurring Simple baselines for image restoration

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.648021Z

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Observation e5755ddb-31b5-4512-b0d5-c3dd4a3d5896 · outbound

This paper cites Rethinking coarse-to-fine approach in sin- gle image deblurring.

XYScanNet: A State Space Model for Single Image Deblurring Rethinking coarse-to-fine approach in sin- gle image deblurring

Reference 6

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Source-reported events for the cited work

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Observation c19d372b-7d85-4682-8fd0-55139f38ad40 · outbound

This paper cites Sigmoid- weighted linear units for neural network function approxima- tion in reinforcement learning.

XYScanNet: A State Space Model for Single Image Deblurring Sigmoid- weighted linear units for neural network function approxima- tion in reinforcement learning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T16:00:12.321184Z

Source-reported events for the cited work

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Observation a784cd2f-ccde-492f-8d45-38be5acaf5ca · outbound

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

XYScanNet: A State Space Model for Single Image Deblurring Self-supervised non-uniform kernel estimation with flow-based motion prior for blind im- age deblurring

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.596596Z

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Observation 44d2b632-a27b-44d4-b74b-343cdc35cd26 · outbound

This paper cites Removing camera shake from a single photograph.

XYScanNet: A State Space Model for Single Image Deblurring Removing camera shake from a single photograph

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.579738Z

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Observation 436e162a-ca6e-42ca-b42a-c154613348e9 · outbound

This paper cites Hungry Hungry Hippos: Towards Language Modeling with State Space Models.

XYScanNet: A State Space Model for Single Image Deblurring Hungry Hungry Hippos: Towards Language Modeling with State Space Models

Reference 10

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Source-reported events for the cited work

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Observation 0b1c91d2-3bd6-4a61-986b-2c36904f3a5b · outbound

This paper cites Learning enriched features via selective state spaces model for efficient image deblurring.

XYScanNet: A State Space Model for Single Image Deblurring Learning enriched features via selective state spaces model for efficient image deblurring

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.563233Z

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Observation bf70bb99-9cc8-4d8a-bbec-01841aee4225 · outbound

This paper cites Shift-tolerant perceptual similarity metric.

XYScanNet: A State Space Model for Single Image Deblurring Shift-tolerant perceptual similarity metric

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.546535Z

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Observation c0f561ab-cd14-415d-b137-7edbdcab2dd0 · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

XYScanNet: A State Space Model for Single Image Deblurring Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 13

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Source-reported events for the cited work

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Observation 934ef612-d82d-4d64-a585-708a39cefad2 · outbound

This paper cites Hippo: Recurrent memory with optimal polynomial projections.

XYScanNet: A State Space Model for Single Image Deblurring Hippo: Recurrent memory with optimal polynomial projections

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.531311Z

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Observation cd174a5c-7af6-4da6-91bd-b5e17c64cc22 · outbound

This paper cites Efficiently Modeling Long Sequences with Structured State Spaces.

XYScanNet: A State Space Model for Single Image Deblurring Efficiently Modeling Long Sequences with Structured State Spaces

Reference 15

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Source-reported events for the cited work

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Observation 7e873182-d3e9-416a-8eaa-050539ea48b1 · outbound

This paper cites Combining recurrent, convolutional, and continuous-time models with linear state space layers.

XYScanNet: A State Space Model for Single Image Deblurring Combining recurrent, convolutional, and continuous-time models with linear state space layers

Reference 16

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Source-reported events for the cited work

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Observation 34b216d7-3f15-479e-94d1-1aafe4c4b6a0 · outbound

This paper cites MambaIR: A Simple Baseline for Image Restoration with State-Space Model.

XYScanNet: A State Space Model for Single Image Deblurring MambaIR: A Simple Baseline for Image Restoration with State-Space Model

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T16:00:12.367366Z

Source-reported events for the cited work

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Observation d03788c9-278b-43cb-b23a-9ccce5b1148d · outbound

This paper cites Gaussian Error Linear Units (GELUs).

XYScanNet: A State Space Model for Single Image Deblurring Gaussian Error Linear Units (GELUs)

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T16:00:12.371629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69015438-103c-4377-924e-60a0e5eb9eb8 · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilib- rium.

XYScanNet: A State Space Model for Single Image Deblurring Gans trained by a two time-scale update rule converge to a local nash equilib- rium

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T16:00:12.376595Z

Source-reported events for the cited work

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Observation 59d7e6d4-6139-4fe8-8428-41b78979e8f2 · outbound

This paper cites Image deblurring and denoising using color priors.

XYScanNet: A State Space Model for Single Image Deblurring Image deblurring and denoising using color priors

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.497551Z

Source-reported events for the cited work

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Observation 3460b857-81b4-474d-a102-5835d113df2b · outbound

This paper cites Single-image deblurring with neural networks: A comparative survey.

XYScanNet: A State Space Model for Single Image Deblurring Single-image deblurring with neural networks: A comparative survey

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.484098Z

Source-reported events for the cited work

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Observation 4cefb320-5409-4fb8-88e7-dc9670564a70 · outbound

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

XYScanNet: A State Space Model for Single Image Deblurring Efficient frequency domain-based trans- formers for high-quality image deblurring

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.462954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e18d1320-344a-4d12-8c2e-d1650da19cf0 · outbound

This paper cites Deblurgan: Blind mo- tion deblurring using conditional adversarial networks.

XYScanNet: A State Space Model for Single Image Deblurring Deblurgan: Blind mo- tion deblurring using conditional adversarial networks

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.450212Z

Source-reported events for the cited work

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Observation 15566172-c3cd-4039-a2a5-790eef31eb34 · outbound

This paper cites Deblurgan-v2: Deblurring (orders-of-magnitude) faster and better.

XYScanNet: A State Space Model for Single Image Deblurring Deblurgan-v2: Deblurring (orders-of-magnitude) faster and better

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.436452Z

Source-reported events for the cited work

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Observation 62765e4e-c227-451b-a936-687981d28541 · outbound

This paper cites Advanced Multiple Linear Regression Based Dark Channel Prior Applied on Dehazing Image and Generating Synthetic Haze.

XYScanNet: A State Space Model for Single Image Deblurring Advanced Multiple Linear Regression Based Dark Channel Prior Applied on Dehazing Image and Generating Synthetic Haze

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-11T16:00:12.813496Z

Source-reported events for the cited work

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Observation d32ac15c-2d2d-435e-b10a-9459e030fc2c · outbound

This paper cites Perceptual variousness motion deblurring with light global context refinement.

XYScanNet: A State Space Model for Single Image Deblurring Perceptual variousness motion deblurring with light global context refinement

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.417555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 477417fc-2a5f-4ab4-9936-7b104fcf42c9 · outbound

This paper cites Motion-adaptive separable collaborative filters for blind motion deblurring.

XYScanNet: A State Space Model for Single Image Deblurring Motion-adaptive separable collaborative filters for blind motion deblurring

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.399832Z

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Observation 5069843a-91a9-4021-a364-cc5f3ac82915 · outbound

This paper cites Real- world image deblurring via unsupervised domain adaptation.

XYScanNet: A State Space Model for Single Image Deblurring Real- world image deblurring via unsupervised domain adaptation

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.385577Z

Source-reported events for the cited work

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Observation 52ee98e2-842a-4c62-a4eb-2497ba1dd384 · outbound

This paper cites DeblurDiNAT: A Compact Model with Exceptional Generalization and Visual Fidelity on Unseen Domains.

XYScanNet: A State Space Model for Single Image Deblurring DeblurDiNAT: A Compact Model with Exceptional Generalization and Visual Fidelity on Unseen Domains

Reference 29

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Source-reported events for the cited work

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Observation 116b23d2-d321-4fa5-9487-921513d9d67c · outbound

This paper cites VMamba: Visual State Space Model.

XYScanNet: A State Space Model for Single Image Deblurring VMamba: Visual State Space Model

Reference 30

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Source-reported events for the cited work

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Observation 4d24e79b-26ee-47c1-b1ce-c75379ef4bba · outbound

This paper cites Intriguing findings of frequency selection for image deblurring.

XYScanNet: A State Space Model for Single Image Deblurring Intriguing findings of frequency selection for image deblurring

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.372701Z

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Observation e5221f04-a333-4c4b-aa18-0c8e698b71f7 · outbound

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

XYScanNet: A State Space Model for Single Image Deblurring Loformer: Local frequency transformer for im- age deblurring

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.359577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 17892ff6-67f0-4ed2-96dd-8581bc6f07b8 · outbound

This paper cites Long Range Language Modeling via Gated State Spaces.

XYScanNet: A State Space Model for Single Image Deblurring Long Range Language Modeling via Gated State Spaces

Reference 33

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Source-reported events for the cited work

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Observation 916029bf-8181-4873-b26b-99ce09b5dfcd · outbound

This paper cites completely blind.

XYScanNet: A State Space Model for Single Image Deblurring completely blind

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.331278Z

Source-reported events for the cited work

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Observation d4be14f6-edf0-4a37-9c52-cb1e7df08353 · outbound

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

XYScanNet: A State Space Model for Single Image Deblurring Deep multi-scale convolutional neural network for dynamic scene deblurring

Reference 35

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Source-reported events for the cited work

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Observation 3ca55dc3-cadf-4d4f-8c95-aba5d705111f · outbound

This paper cites Blind image deblurring using dark channel prior.

XYScanNet: A State Space Model for Single Image Deblurring Blind image deblurring using dark channel prior

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.307156Z

Source-reported events for the cited work

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Observation 5142700d-0496-420f-98a2-03dc4ca08b6f · outbound

This paper cites On aliased resizing and surprising subtleties in gan evaluation.

XYScanNet: A State Space Model for Single Image Deblurring On aliased resizing and surprising subtleties in gan evaluation

Reference 37

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Source-reported events for the cited work

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Observation 3053d7da-502b-4298-8e29-a4e6768df19a · outbound

This paper cites Mamba-360: Survey of State Space Models as Transformer Alternative for Long Sequence Modelling: Methods, Applications, and Challenges.

XYScanNet: A State Space Model for Single Image Deblurring Mamba-360: Survey of State Space Models as Transformer Alternative for Long Sequence Modelling: Methods, Applications, and Challenges

Reference 38

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Source-reported events for the cited work

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Observation 05848bfc-a500-45bf-87c9-0e26139e3609 · outbound

This paper cites Hyena hierarchy: Towards larger con- volutional language models.

XYScanNet: A State Space Model for Single Image Deblurring Hyena hierarchy: Towards larger con- volutional language models

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.285539Z

Source-reported events for the cited work

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Observation 8ea71ad5-f756-479e-ac95-5ea7d50d6d68 · outbound

This paper cites an unresolved cited work.

XYScanNet: A State Space Model for Single Image Deblurring Unresolved cited work

Reference 40

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Source-reported events for the cited work

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Observation 83c5c810-cfdd-40a8-8302-f8d87a6be005 · outbound

This paper cites Image deblurring via en- hanced low-rank prior.

XYScanNet: A State Space Model for Single Image Deblurring Image deblurring via en- hanced low-rank prior

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.258773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8a1ddfa3-de3a-4a84-88bf-254e733ba65d · outbound

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

XYScanNet: A State Space Model for Single Image Deblurring Real-world blur dataset for learning and benchmarking de- blurring algorithms

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.242466Z

Source-reported events for the cited work

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Observation 21450a28-0c7d-4364-aa21-0b1726bcdcde · outbound

This paper cites Human-aware motion deblurring.

XYScanNet: A State Space Model for Single Image Deblurring Human-aware motion deblurring

Reference 43

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Source-reported events for the cited work

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Observation 69f0b928-1517-4eb3-b237-eaca469da09d · outbound

This paper cites Simplified State Space Layers for Sequence Modeling.

XYScanNet: A State Space Model for Single Image Deblurring Simplified State Space Layers for Sequence Modeling

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-11T16:00:12.502898Z

Source-reported events for the cited work

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Observation 079c6c9c-071a-40a9-bc8c-4e070c50c7ad · outbound

This paper cites Spatially-attentive patch-hierarchical network for adaptive motion deblurring.

XYScanNet: A State Space Model for Single Image Deblurring Spatially-attentive patch-hierarchical network for adaptive motion deblurring

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.219454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7396dd75-007a-4b19-94d2-5fd34ddec1d7 · outbound

This paper cites Learn- ing a convolutional neural network for non-uniform motion blur removal.

XYScanNet: A State Space Model for Single Image Deblurring Learn- ing a convolutional neural network for non-uniform motion blur removal

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.206307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 75da34a5-7085-4150-9a43-8152e14d4405 · outbound

This paper cites Scale-recurrent network for deep image deblurring.

XYScanNet: A State Space Model for Single Image Deblurring Scale-recurrent network for deep image deblurring

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.192413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fe9944fd-2b61-497f-91a6-7e95d8502133 · outbound

This paper cites Stripformer: Strip transformer for fast image deblurring.

XYScanNet: A State Space Model for Single Image Deblurring Stripformer: Strip transformer for fast image deblurring

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.176559Z

Source-reported events for the cited work

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Observation f7718add-d18a-4430-b4c1-108e22526e82 · outbound

This paper cites Uformer: A general u-shaped transformer for image restoration.

XYScanNet: A State Space Model for Single Image Deblurring Uformer: A general u-shaped transformer for image restoration

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.161322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7ee82415-2723-44de-9429-6f41103d979c · outbound

This paper cites De- blurring via stochastic refinement.

XYScanNet: A State Space Model for Single Image Deblurring De- blurring via stochastic refinement

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.142227Z

Source-reported events for the cited work

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Observation fc76740f-16b3-43cd-8961-05262098ce3c · outbound

This paper cites Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels.

XYScanNet: A State Space Model for Single Image Deblurring Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels

Reference 51

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Source-reported events for the cited work

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Observation c713685e-8ac2-4021-aa99-8aa865692691 · outbound

This paper cites Image deblurring via extreme channels prior.

XYScanNet: A State Space Model for Single Image Deblurring Image deblurring via extreme channels prior

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.123036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7fbca01f-8ead-4f53-aa12-64b2aa200746 · outbound

This paper cites Multi-stage progressive image restoration.

XYScanNet: A State Space Model for Single Image Deblurring Multi-stage progressive image restoration

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.108766Z

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Observation 2fe8dbd2-c2ee-4dae-b173-ce64bdf96900 · outbound

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

XYScanNet: A State Space Model for Single Image Deblurring Restormer: Efficient transformer for high-resolution image restoration

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-11T16:00:12.548392Z

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Observation 9ee80dc4-cec7-46da-a5ab-52484fb47706 · outbound

This paper cites Multi- image blind deblurring using a coupled adaptive sparse prior.

XYScanNet: A State Space Model for Single Image Deblurring Multi- image blind deblurring using a coupled adaptive sparse prior

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.066912Z

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Observation 6559ab61-8f71-42bd-ac90-3ddf5de1649f · outbound

This paper cites Deep stacked hierarchical multi-patch network for image deblurring.

XYScanNet: A State Space Model for Single Image Deblurring Deep stacked hierarchical multi-patch network for image deblurring

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.049743Z

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Observation ad0aab81-8556-46d0-a3d1-8fd0d0cd4045 · outbound

This paper cites Deblurring by realistic blurring.

XYScanNet: A State Space Model for Single Image Deblurring Deblurring by realistic blurring

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-11T16:00:12.569270Z

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Observation 597575b4-383d-4cc6-97a0-7841d672c8f8 · outbound

This paper cites Deep image deblurring: A survey.

XYScanNet: A State Space Model for Single Image Deblurring Deep image deblurring: A survey

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:13.013489Z

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Observation e2ddb921-472c-4102-ab8a-a40a41529fc4 · outbound

This paper cites Perception- distortion balanced admm optimization for single-image super-resolution.

XYScanNet: A State Space Model for Single Image Deblurring Perception- distortion balanced admm optimization for single-image super-resolution

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:12.995105Z

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Observation bf0b4124-3841-4d72-824f-d57e3d5f48e4 · outbound

This paper cites Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model.

XYScanNet: A State Space Model for Single Image Deblurring Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-11T16:00:12.583555Z

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Observation 0443985e-8791-474d-857c-b9201a9a7fd4 · outbound

This paper cites Perceptual-distortion balanced image super-resolution is a multi-objective optimization problem.

XYScanNet: A State Space Model for Single Image Deblurring Perceptual-distortion balanced image super-resolution is a multi-objective optimization problem

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:12.977567Z

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Observation 8a62d3e9-4bfc-43eb-b20f-5820d06bbad1 · outbound

This paper cites Barriers towards no-reference metrics application to compressed video quality analysis: on the example of no-reference metric NIQE.

XYScanNet: A State Space Model for Single Image Deblurring Barriers towards no-reference metrics application to compressed video quality analysis: on the example of no-reference metric NIQE

Reference 62

Resolution: verified exact; local_arxiv, observed 2026-08-11T16:00:12.662018Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation bd7010b7-56b3-401b-84a7-011a107d4d94 · outbound

This paper cites After that, we explain the basic build- ing blocks with ablation experiments.

XYScanNet: A State Space Model for Single Image Deblurring After that, we explain the basic build- ing blocks with ablation experiments

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:12.961348Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2a1d8ef9-bd22-4c28-bb5f-3f831a2083a1 · outbound

This paper cites Experimental Settings We train the full XYScanNet on 8 A100 GPUs, each with 40 GB memory.

XYScanNet: A State Space Model for Single Image Deblurring Experimental Settings We train the full XYScanNet on 8 A100 GPUs, each with 40 GB memory

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:12.944896Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 90c6e419-ad67-42d5-9122-e799cc93bf65 · outbound

This paper cites The low-light images may not be clearly visible in this material.

XYScanNet: A State Space Model for Single Image Deblurring The low-light images may not be clearly visible in this material

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:00:12.930453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d61a649a-a94a-4960-b6c5-568677509dac · outbound

This paper cites an unresolved cited work.

XYScanNet: A State Space Model for Single Image Deblurring Unresolved cited work

Reference 2022

Resolution: parse uncertain; raw_fallback, observed 2026-08-11T16:00:13.082662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 05fe813d-9e39-41f9-839a-bdbeda45d223 · outbound

This paper cites an unresolved cited work.

XYScanNet: A State Space Model for Single Image Deblurring Unresolved cited work

Reference 2024

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:00:13.344819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

Observation eb43a625-7536-4e94-a9fb-7ad8d7108334 · inbound

The Computational Limits of State-Space Models and Mamba via the Lens of Circuit Complexity cites this paper.

The Computational Limits of State-Space Models and Mamba via the Lens of Circuit Complexity XYScanNet: A State Space Model for Single Image Deblurring

Reference 77

Resolution: verified exact; local_arxiv, observed 2026-08-11T20:02:11.168417Z

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