Paper Citation Record · LEDGER

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention

As of 18 August 2026, this Paper Citation Record lists 100 of 131 outbound references and 3 inbound Pith citation observations for arXiv:2505.16157.

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

pith.paper-citation-record.v1
2505.16157 v2

Coverage vector

measured 100 of 131 reference resolution

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measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T00:57:14.834753Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T12:30:35.223844Z

Reference resolution

100 of 131 outbound references displayed

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External citation measurements

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Outbound references

Observation 9208b02e-d1c9-47c4-962f-06dca8dd80c5 · outbound

This paper cites Defocus deblur- ring using dual-pixel data.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Defocus deblur- ring using dual-pixel data

Reference 1

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Observation 7102caef-42a2-4345-b784-60be43055979 · outbound

This paper cites Brown, and Peyman Milanfar.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Brown, and Peyman Milanfar

Reference 2

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Observation 4bcc09e5-3c56-4086-8e8e-25b1c5646829 · outbound

This paper cites Deep Learning using Rectified Linear Units (ReLU).

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Deep Learning using Rectified Linear Units (ReLU)

Reference 3

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Observation dd4f6d84-8b86-4888-9090-d4ca1dfde9f6 · outbound

This paper cites Multimodal prompt perceiver: Empower adap- tiveness generalizability and fidelity for all-in-one image restoration.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Multimodal prompt perceiver: Empower adap- tiveness generalizability and fidelity for all-in-one image restoration

Reference 4

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Observation e55b805c-2c68-4d11-9f1d-b8764dca9b88 · outbound

This paper cites O-haze: a dehazing bench- mark with real hazy and haze-free outdoor images.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention O-haze: a dehazing bench- mark with real hazy and haze-free outdoor images

Reference 5

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Observation 02b27208-9448-422f-8132-cd1b1fe5fb05 · outbound

This paper cites Dense-haze: A benchmark for image dehazing with dense-haze and haze-free images.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Dense-haze: A benchmark for image dehazing with dense-haze and haze-free images

Reference 6

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Observation 3e2791f8-bbc1-41a5-9774-70166677b9d3 · outbound

This paper cites Hydra attention: Efficient at- tention with many heads.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Hydra attention: Efficient at- tention with many heads

Reference 7

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Observation 1d1fb9bc-b86f-488d-9666-b05a687e179a · outbound

This paper cites Dehazenet: An end-to-end system for sin- gle image haze removal.TIP, 25(11):5187–5198, 2016.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Dehazenet: An end-to-end system for sin- gle image haze removal.TIP, 25(11):5187–5198, 2016

Reference 8

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Observation cc1a98e4-1bf4-410a-a6f1-7b0afa4fd0a4 · outbound

This paper cites Efficientvit: Lightweight multi-scale attention for high-resolution dense prediction.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Efficientvit: Lightweight multi-scale attention for high-resolution dense prediction

Reference 9

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Observation cffca775-587b-4d82-bade-aa728b6c24a6 · outbound

This paper cites Retinexformer: One-stage retinex-based transformer for low-light image enhance- ment.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Retinexformer: One-stage retinex-based transformer for low-light image enhance- ment

Reference 10

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Observation 4854e941-089c-4fa1-bc58-2f2177bc3e81 · outbound

This paper cites Seeing motion in the dark.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Seeing motion in the dark

Reference 11

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Observation 2834591e-b98b-4422-a41e-aedf872626f7 · outbound

This paper cites Pre-trained image processing transformer.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Pre-trained image processing transformer

Reference 12

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Observation 30e976f5-5771-4c27-aaad-08869b410903 · outbound

This paper cites Simple baselines for image restoration.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Simple baselines for image restoration

Reference 13

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Observation 89d2a026-1615-4925-8a16-b263c92d9236 · outbound

This paper cites Jstasr: Joint size and transparency- aware snow removal algorithm based on modified partial convolution and veiling effect removal.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Jstasr: Joint size and transparency- aware snow removal algorithm based on modified partial convolution and veiling effect removal

Reference 14

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Observation 05966b68-a3bb-4356-8ea8-6fd4f67485d6 · outbound

This paper cites All snow removed: Single image desnowing algorithm using hierarchical dual-tree complex wavelet representation and contradict channel loss.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention All snow removed: Single image desnowing algorithm using hierarchical dual-tree complex wavelet representation and contradict channel loss

Reference 15

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Observation 050b971d-468b-4e05-a8e5-f57ba666d5bb · outbound

This paper cites Learning a sparse transformer network for effective image deraining.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Learning a sparse transformer network for effective image deraining

Reference 16

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Observation 34333046-3552-4ccc-857b-eadac2729009 · outbound

This paper cites Activating more pixels in image super- resolution transformer.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Activating more pixels in image super- resolution transformer

Reference 17

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Source-reported events for the cited work

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Observation 1d406983-3246-494a-907e-861f5dae63bf · outbound

This paper cites Dual aggregation transformer for image super-resolution.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Dual aggregation transformer for image super-resolution

Reference 18

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Observation 160cf7c8-76e6-4b88-b4f5-cd768a1b5e85 · outbound

This paper cites Hierarchical integration diffusion model for realistic image deblurring.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Hierarchical integration diffusion model for realistic image deblurring

Reference 19

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Observation 0e4284bf-7306-49a4-a74f-3b14a534c43a · outbound

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

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Rethinking coarse-to-fine approach in single image deblurring

Reference 20

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Observation aabd68e4-d32b-44db-9c13-4d5dd457a849 · outbound

This paper cites Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs).

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)

Reference 21

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Observation 3a0fc8b3-bb40-4194-884d-3267ed30e4d1 · outbound

This paper cites Focal network for image restoration.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Focal network for image restoration

Reference 22

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Observation c96e80d7-9bac-4e79-b627-0e4a38180a86 · outbound

This paper cites Irnext: Rethinking convolutional network de- sign for image restoration.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Irnext: Rethinking convolutional network de- sign for image restoration

Reference 23

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Observation 898c65cd-2054-4668-a51f-ea8e549f6ad7 · outbound

This paper cites Language modeling with gated convolutional net- works.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Language modeling with gated convolutional net- works

Reference 24

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Observation f1baf934-ab83-481b-9975-91c93b4bfe6f · outbound

This paper cites Image super-resolution using deep convolutional net- works.TPAMI, 38(2):295–307, 2015.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Image super-resolution using deep convolutional net- works.TPAMI, 38(2):295–307, 2015

Reference 25

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Observation d144113b-6d4d-4cc5-a4bf-76f7a4d204fc · outbound

This paper cites Multi-scale boosted de- hazing network with dense feature fusion.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Multi-scale boosted de- hazing network with dense feature fusion

Reference 26

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Observation cde71e49-e186-4ea6-8c33-844692bce2da · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 27

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Observation a8e57993-c85d-40f0-abc7-67e346f40fb6 · outbound

This paper cites Cycle- dehaze: Enhanced cyclegan for single image dehazing.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Cycle- dehaze: Enhanced cyclegan for single image dehazing

Reference 28

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Observation 3c1bf3d7-cb34-4d3c-83b5-cd7e0ee82097 · outbound

This paper cites Dy- namic scene deblurring with parameter selective sharing and nested skip connections.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Dy- namic scene deblurring with parameter selective sharing and nested skip connections

Reference 29

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Observation 7d416710-0fc8-4a84-b6c5-041b15fb108a · outbound

This paper cites Super-resolution in medical imaging.The computer journal, 52(1):43–63, 2009.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Super-resolution in medical imaging.The computer journal, 52(1):43–63, 2009

Reference 30

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Observation 4de2b3ab-2ca4-4e5a-bd84-86acb1fa3f50 · outbound

This paper cites Image dehazing transformer with transmission-aware 3d position embedding.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Image dehazing transformer with transmission-aware 3d position embedding

Reference 31

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Observation fe54a46a-522b-4ef4-8352-ed89b0d59936 · outbound

This paper cites Flatten transformer: Vision transformer using focused linear attention.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Flatten transformer: Vision transformer using focused linear attention

Reference 32

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This paper cites Single image haze removal using dark channel prior.TPAMI, 33(12):2341– 2353, 2010.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Single image haze removal using dark channel prior.TPAMI, 33(12):2341– 2353, 2010

Reference 33

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This paper cites Image-to-image translation with conditional adver- sarial networks.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Image-to-image translation with conditional adver- sarial networks

Reference 34

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This paper cites Edge-based defocus blur estimation with adaptive scale selection.TIP, 2017.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Edge-based defocus blur estimation with adaptive scale selection.TIP, 2017

Reference 35

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This paper cites Transformers are rnns: Fast autore- gressive transformers with linear attention.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Transformers are rnns: Fast autore- gressive transformers with linear attention

Reference 36

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This paper cites Accu- rate image super-resolution using very deep convolutional networks.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Accu- rate image super-resolution using very deep convolutional networks

Reference 37

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This paper cites Mssnet: Multi-scale-stage network for single image deblurring.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Mssnet: Multi-scale-stage network for single image deblurring

Reference 38

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

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Efficient frequency domain-based trans- formers for high-quality image deblurring

Reference 39

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

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Deblurgan: Blind mo- tion deblurring using conditional adversarial networks

Reference 40

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

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Deblurgan-v2: Deblurring (orders-of- magnitude) faster and better

Reference 41

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This paper cites Photo-realistic single image super-resolution using a gen- erative adversarial network.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Photo-realistic single image super-resolution using a gen- erative adversarial network

Reference 42

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Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Deep defocus map estimation using domain adapta- tion

Reference 43

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This paper cites Iterative filter adaptive network for single image defocus deblurring.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Iterative filter adaptive network for single image defocus deblurring

Reference 44

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This paper cites Aod-net: All-in-one dehazing network.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Aod-net: All-in-one dehazing network

Reference 45

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This paper cites Benchmarking single-image dehazing and beyond.TIP, 28(1):492–505,.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Benchmarking single-image dehazing and beyond.TIP, 28(1):492–505,

Reference 46

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This paper cites All-in-one image restoration for unknown corruption.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention All-in-one image restoration for unknown corruption

Reference 47

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Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention All in one bad weather removal using architectural search

Reference 48

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Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Effi- cient and explicit modelling of image hierarchies for image restoration

Reference 49

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This paper cites Swinir: Image restoration us- ing swin transformer.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Swinir: Image restoration us- ing swin transformer

Reference 50

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This paper cites Enhanced deep residual networks for sin- gle image super-resolution.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Enhanced deep residual networks for sin- gle image super-resolution

Reference 51

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Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Residual denoising diffu- sion models

Reference 52

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This paper cites Retinex-inspired unrolling with cooperative prior architecture search for low-light image enhancement.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Retinex-inspired unrolling with cooperative prior architecture search for low-light image enhancement

Reference 53

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This paper cites Griddehazenet: Attention-based multi-scale network for image dehazing.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Griddehazenet: Attention-based multi-scale network for image dehazing

Reference 54

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This paper cites Dual residual networks leveraging the potential of paired operations for image restoration.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Dual residual networks leveraging the potential of paired operations for image restoration

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:21.205076Z

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Observation c2ea0e3b-3563-4a3a-941b-eeca9e517977 · outbound

This paper cites Low-light image enhancement with multi-stage residue quantization and brightness-aware attention.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Low-light image enhancement with multi-stage residue quantization and brightness-aware attention

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:21.187985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ef0254e6-3aa3-41e7-8c9e-7198078ac7c0 · outbound

This paper cites Desnownet: Context-aware deep network for snow removal.TIP, 27(6):3064–3073, 2018.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Desnownet: Context-aware deep network for snow removal.TIP, 27(6):3064–3073, 2018

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:21.172364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 61e47318-3f3e-4b7a-a3a4-81c994864428 · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Swin transformer: Hierarchical vision transformer using shifted windows

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:21.156208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 09d30d7c-f4de-4f27-bf95-e7128140066c · outbound

This paper cites Controlling Vision-Language Models for Multi-Task Image Restoration.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Controlling Vision-Language Models for Multi-Task Image Restoration

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T15:10:06.876766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cbfbc9d-4eb2-43f6-a786-4f2567f1a1e1 · outbound

This paper cites Image restoration with mean-reverting stochastic differential equations.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Image restoration with mean-reverting stochastic differential equations

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:21.138332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e1c8a7a2-c940-4b79-850d-841747fb8277 · outbound

This paper cites ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T15:10:07.036594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 896a0207-8276-4ba1-8962-c476e753ae6b · outbound

This paper cites Toward fast, flexible, and robust low-light image enhancement.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Toward fast, flexible, and robust low-light image enhancement

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:21.121851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9ea51192-4d85-4d82-8442-326e002d8402 · outbound

This paper cites What can help pedestrian detection? InCVPR, pages 3127– 3136, 2017.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention What can help pedestrian detection? InCVPR, pages 3127– 3136, 2017

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:21.104848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dda10d87-60ce-4b58-9910-b56811bf0a27 · outbound

This paper cites Intriguing Findings of Frequency Selection for Image Deblurring.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Intriguing Findings of Frequency Selection for Image Deblurring

Reference 64

Resolution: verified exact; local_arxiv, observed 2026-08-07T15:10:15.191488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d58bd099-0244-4f12-b808-dac35e483ce2 · outbound

This paper cites Image super-resolution with cross-scale non-local attention and exhaustive self- exemplars mining.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Image super-resolution with cross-scale non-local attention and exhaustive self- exemplars mining

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:21.087326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e0242c99-8c70-4b9b-95ce-479cf37e5f19 · outbound

This paper cites Image super- resolution with non-local sparse attention.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Image super- resolution with non-local sparse attention

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:21.069556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f20c07c1-bb02-4556-ab52-90ba3ed430e0 · outbound

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

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Deep multi-scale convolutional neural network for dynamic scene deblurring

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:21.052526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f5ed2252-f92c-44b0-b281-bf191017a32d · outbound

This paper cites Restoring vision in adverse weather conditions with patch-based denoising diffusion models.TPAMI, 45(8):10346–10357, 2023.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Restoring vision in adverse weather conditions with patch-based denoising diffusion models.TPAMI, 45(8):10346–10357, 2023

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:21.035614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation efcf4265-7273-4272-b345-baa014743848 · outbound

This paper cites Multi-temporal recurrent neural networks for pro- gressive non-uniform single image deblurring with incre- mental temporal training.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Multi-temporal recurrent neural networks for pro- gressive non-uniform single image deblurring with incre- mental temporal training

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:21.017647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7b1c564b-2f94-4b09-944d-771beb431fc9 · outbound

This paper cites Scalable diffusion mod- els with transformers.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Scalable diffusion mod- els with transformers

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.999307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3f84e4f6-c10f-495e-98e4-fc6dd97e2508 · outbound

This paper cites PromptIR: Prompting for All-in-One Blind Image Restoration.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention PromptIR: Prompting for All-in-One Blind Image Restoration

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-07T15:10:07.867863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31f00685-c6e7-4db6-847b-f9a253509b26 · outbound

This paper cites Attentive generative adversarial network for rain- drop removal from a single image.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Attentive generative adversarial network for rain- drop removal from a single image

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.981587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 48146d07-4baf-4267-8134-43a351ac09ea · outbound

This paper cites Ffa-net: Feature fusion attention network for single image dehazing.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Ffa-net: Feature fusion attention network for single image dehazing

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.962478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 052b85cd-f703-4bf5-8a1a-5704ba998e0e · outbound

This paper cites Mb-taylorformer: Multi-branch efficient transformer expanded by taylor formula for image dehazing.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Mb-taylorformer: Multi-branch efficient transformer expanded by taylor formula for image dehazing

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.943269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c2351b55-54db-4be8-803a-c1acf2572230 · outbound

This paper cites Deep learning for seeing through window with raindrops.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Deep learning for seeing through window with raindrops

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.924771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9a63432f-41a0-4db6-81be-c6d413b5e18c · outbound

This paper cites Neumann network with recursive kernels for single image defocus deblurring.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Neumann network with recursive kernels for single image defocus deblurring

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.906029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a74313e6-395a-4f64-8053-30b52a044b33 · outbound

This paper cites Single image defocus de- blurring via implicit neural inverse kernels.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Single image defocus de- blurring via implicit neural inverse kernels

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.890239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9005abb3-fbb6-4ddf-8504-ef7f5e5f9b24 · outbound

This paper cites Convolutional neural network super resolution for face recognition in surveillance monitoring.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Convolutional neural network super resolution for face recognition in surveillance monitoring

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.874747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 304a48ce-5da4-45a6-b587-eda3875f9066 · outbound

This paper cites Real-world blur dataset for learning and benchmark- ing deblurring algorithms.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Real-world blur dataset for learning and benchmark- ing deblurring algorithms

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.856045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b8cbe6b1-2a18-4af1-8f87-6597feb3f979 · outbound

This paper cites Learning to deblur using light field generated and real de- focus images.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Learning to deblur using light field generated and real de- focus images

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.839325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0a366b9b-3b6c-4a30-8616-87058848d859 · outbound

This paper cites Human-aware mo- tion deblurring.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Human-aware mo- tion deblurring

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.821303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4c8e2745-870f-4d72-9a93-c1f718a1b714 · outbound

This paper cites Efficient attention: Attention with lin- ear complexities.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Efficient attention: Attention with lin- ear complexities

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.800169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 40a66454-7b1c-4321-b6e0-5f861896381e · outbound

This paper cites Just noticeable defocus blur detection and estimation.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Just noticeable defocus blur detection and estimation

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.780970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4e6bc1db-a912-41bb-87dd-c0843424544c · outbound

This paper cites Single image defocus deblurring using kernel-sharing parallel atrous convolutions.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Single image defocus deblurring using kernel-sharing parallel atrous convolutions

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.762004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9f075347-83a2-4130-9157-d8698fbabefb · outbound

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

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Spatially-attentive patch-hierarchical network for adaptive motion deblurring

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.740979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 38844513-cc0d-42cb-badf-6b7a7d7feab2 · outbound

This paper cites Restoring images in adverse weather con- ditions via histogram transformer.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Restoring images in adverse weather con- ditions via histogram transformer

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.721037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation eb800eb7-7cc8-4541-bf44-94f0ffeb2cc1 · outbound

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

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Scale-recurrent network for deep image deblurring

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.702956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2c5663fc-64de-441b-886d-cfc831ad67a7 · outbound

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

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Stripformer: Strip transformer for fast image deblurring

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.685393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 60dd62f9-7d05-4515-98fa-e42d66daf6fd · outbound

This paper cites Banet: a blur-aware attention net- work for dynamic scene deblurring.TIP, 31:6789–6799,.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Banet: a blur-aware attention net- work for dynamic scene deblurring.TIP, 31:6789–6799,

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.667446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d64dd2b8-2804-4599-be2d-f9486cece47e · outbound

This paper cites Maxim: Multi-axis mlp for image processing.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Maxim: Multi-axis mlp for image processing

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.648522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 143f9352-b8f9-4e8b-8cba-fe7cd239d73b · outbound

This paper cites Transweather: Transformer-based restoration of im- ages degraded by adverse weather conditions.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Transweather: Transformer-based restoration of im- ages degraded by adverse weather conditions

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.630211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 97b6c022-d799-44f2-bba1-73acc79c670f · outbound

This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Gomez, Lukasz Kaiser, and Illia Polosukhin

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.610879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ab26c493-eca3-4c8b-b603-4cedd60dc00b · outbound

This paper cites Promptre- storer: A prompting image restoration method with degra- dation perception.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Promptre- storer: A prompting image restoration method with degra- dation perception

Reference 93

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.593259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fa04fc12-7228-4e8c-be3e-460ea128eb1d · outbound

This paper cites Pyramid vision transformer: A versatile backbone for dense prediction without convolutions.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Pyramid vision transformer: A versatile backbone for dense prediction without convolutions

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.575263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 94fd6f56-8447-4616-b7c6-b1e7342c68c5 · outbound

This paper cites ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-07T15:10:10.398236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f9180a3-c998-4666-a54e-2776ddb011c5 · outbound

This paper cites Images speak in images: A generalist painter for in-context visual learning.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Images speak in images: A generalist painter for in-context visual learning

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-07T15:10:10.497296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 625bb72c-974f-4658-b7df-b02a390fd609 · outbound

This paper cites Low-light image enhancement with normalizing flow.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Low-light image enhancement with normalizing flow

Reference 97

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.547178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4438d419-5248-4ad2-9fa5-7d07f1f89f79 · outbound

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

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Uformer: A gen- eral u-shaped transformer for image restoration

Reference 98

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.529247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 190e4cf1-7acc-4ee0-938d-0552919cc7a5 · outbound

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

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Deep Retinex Decomposition for Low-Light Enhancement

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-07T15:10:10.927159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1398a271-f940-49bf-baf8-8bf1940fefc3 · outbound

This paper cites Con- trastive learning for compact single image dehazing.

Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention Con- trastive learning for compact single image dehazing

Reference 100

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:10:20.511131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation 38d44e7f-7066-4614-825f-8d821ab868e3 · inbound

Rectifying Magnitude Neglect in Linear Attention cites this paper.

Rectifying Magnitude Neglect in Linear Attention Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T21:19:00.441719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab47867c-f3d8-450c-a4d3-a74ffddd2667 · inbound

UCAN: Unified Convolutional Attention Network for Expansive Receptive Fields in Lightweight Super-Resolution cites this paper.

UCAN: Unified Convolutional Attention Network for Expansive Receptive Fields in Lightweight Super-Resolution Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-07-15T01:21:45.613238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3b63bf01-2215-47ee-9c79-5b968889bd74 · inbound

A Unified Resolution-Conditioned Framework for Orthogonal Line-Scanning Image Fusion cites this paper.

A Unified Resolution-Conditioned Framework for Orthogonal Line-Scanning Image Fusion Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T00:57:14.834753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.