NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results | Paper Citation Record

Observation ac06eaf9-d378-48c7-b1ba-ef70c39bc569 · outbound

This paper cites Ev-segnet: Semantic segmentation for event-based cameras.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Ev-segnet: Semantic segmentation for event-based cameras

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:05.895236Z

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Observation b3b8485d-cfc1-44f3-8c5b-af84948dbf3d · outbound

This paper cites Efficient human pose estimation via 3d event point cloud.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Efficient human pose estimation via 3d event point cloud

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:05.879776Z

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Observation 8819926a-c953-418c-9847-ab56ae900d9d · outbound

This paper cites Simple baselines for image restoration.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Simple baselines for image restoration

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:05.865162Z

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Observation 922c5261-5faa-49b7-9c57-88fb194e43bc · outbound

This paper cites NTIRE 2025 challenge on image super-resolution (×4): Methods and results.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results NTIRE 2025 challenge on image super-resolution (×4): Methods and results

Reference 4

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Observation ff585bec-b6b0-4d85-8e5d-a82d7760c5a3 · outbound

This paper cites NTIRE 2025 challenge on real-world face restoration: Methods and results.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results NTIRE 2025 challenge on real-world face restoration: Methods and results

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:04.915631Z

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Observation 3b8882c9-0331-4a07-9f26-81e025192bfd · outbound

This paper cites Recovering Continuous Scene Dynamics from A Single Blurry Image with Events.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Recovering Continuous Scene Dynamics from A Single Blurry Image with Events

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-16T12:36:05.218293Z

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Observation eb87fde6-0384-4066-a323-1b7721c46537 · outbound

This paper cites NTIRE 2025 challenge on raw image restoration and super-resolution.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results NTIRE 2025 challenge on raw image restoration and super-resolution

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:04.926540Z

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Observation 17439fa4-6c30-4e1f-8944-accd16097089 · outbound

This paper cites Raw image reconstruc- tion from RGB on smartphones.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Raw image reconstruc- tion from RGB on smartphones

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:04.931435Z

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Observation 5f1a3527-153b-4f22-a2a8-f19a61d17e38 · outbound

This paper cites Selective frequency network for image restoration.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Selective frequency network for image restoration

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:05.813862Z

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Observation a06df735-aa8d-4b80-b58f-db26c644ce56 · outbound

This paper cites NTIRE 2025 challenge on night photography rendering.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results NTIRE 2025 challenge on night photography rendering

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:04.940747Z

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Observation 70d4c841-d645-4be2-9f32-091a6600646d · outbound

This paper cites NTIRE 2025 challenge on cross-domain few-shot object detection: Methods and results.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results NTIRE 2025 challenge on cross-domain few-shot object detection: Methods and results

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:04.945474Z

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Observation a57bded6-2dbb-454f-bd18-698c487583e2 · outbound

This paper cites Event-based vision: A survey.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Event-based vision: A survey

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:05.779075Z

Source-reported events for the cited work

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Observation 629c599e-c587-4c44-8e5b-6634f7577a95 · outbound

This paper cites NTIRE 2025 challenge on text to image generation model quality assess- ment.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results NTIRE 2025 challenge on text to image generation model quality assess- ment

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:04.954655Z

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Observation 9f272d8b-fb80-4d01-8baa-fda02b21a8e7 · outbound

This paper cites Pan- mamba: Effective pan-sharpening with state space model.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Pan- mamba: Effective pan-sharpening with state space model

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:05.753761Z

Source-reported events for the cited work

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Observation 4329071a-83fc-4a25-88b4-ebb318ec0568 · outbound

This paper cites v2e: From video frames to realistic dvs events.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results v2e: From video frames to realistic dvs events

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:05.739029Z

Source-reported events for the cited work

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Observation 8416384a-2c74-4fe1-aa4b-b3ac7c4ecb74 · outbound

This paper cites NTIRE 2025 challenge on video quality enhancement for video con- ferencing: Datasets, methods and results.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results NTIRE 2025 challenge on video quality enhancement for video con- ferencing: Datasets, methods and results

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:04.968057Z

Source-reported events for the cited work

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Observation 55b9c7cd-b9f2-4170-995f-ece80d1a179d · outbound

This paper cites Event-based video deblur- ring based on image and event feature fusion.Expert Systems with Applications, 223:119917, 2023.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Event-based video deblur- ring based on image and event feature fusion.Expert Systems with Applications, 223:119917, 2023

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:05.714162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 366e89eb-19dc-4c8f-85c2-3405accb735c · outbound

This paper cites Frequency- aware event-based video deblurring for real-world motion blur.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Frequency- aware event-based video deblurring for real-world motion blur

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:05.698709Z

Source-reported events for the cited work

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Observation e58e5a8c-33f3-4dbd-bdf3-bcdd24544950 · outbound

This paper cites NTIRE 2025 challenge on efficient burst hdr and restoration: Datasets, methods, and results.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results NTIRE 2025 challenge on efficient burst hdr and restoration: Datasets, methods, and results

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:04.982521Z

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Observation 0a5def8f-f391-4e95-83ad-be209abeafaa · outbound

This paper cites A coarse-to-fine fusion network for event-based image deblurring.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results A coarse-to-fine fusion network for event-based image deblurring

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:05.672693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1b865e00-3c03-4e7b-a746-341693eced9d · outbound

This paper cites NTIRE 2025 challenge on day and night raindrop removal for dual-focused images: Methods and results.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results NTIRE 2025 challenge on day and night raindrop removal for dual-focused images: Methods and results

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:04.992066Z

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Observation 5b4f94aa-951a-4e8f-9d54-2cddae34ba55 · outbound

This paper cites NTIRE 2025 challenge on short-form ugc video quality assessment and enhancement: Kwaisr dataset and study.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results NTIRE 2025 challenge on short-form ugc video quality assessment and enhancement: Kwaisr dataset and study

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:04.996580Z

Source-reported events for the cited work

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Observation e6162b1a-7ec4-4a0c-a54d-93ae622cc0fd · outbound

This paper cites NTIRE 2025 challenge on short-form ugc video quality assessment and enhancement: Methods and results.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results NTIRE 2025 challenge on short-form ugc video quality assessment and enhancement: Methods and results

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:05.001210Z

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Observation 1994f4da-73e6-4b91-ad7a-7feb4c9d9e8c · outbound

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

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Swinir: Image restoration us- ing swin transformer

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:05.006064Z

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Observation f0d4a914-1ca4-46f9-94d3-b47fe189c14c · outbound

This paper cites NTIRE 2025 the 2nd restore any image model (RAIM) in the wild challenge.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results NTIRE 2025 the 2nd restore any image model (RAIM) in the wild challenge

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:05.011215Z

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Observation bc44ff41-a926-4ed8-879e-ca31ce0e4032 · outbound

This paper cites Event-conditioned dual-modal fusion for motion deblurring.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Event-conditioned dual-modal fusion for motion deblurring

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:05.612462Z

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Observation 57f41583-febc-45c8-aa15-52be17e8fb99 · outbound

This paper cites NTIRE 2025 XGC quality assessment chal- lenge: Methods and results.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results NTIRE 2025 XGC quality assessment chal- lenge: Methods and results

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:05.020450Z

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Observation 12c253cc-a25c-4016-936a-942c1455c0db · outbound

This paper cites NTIRE 2025 challenge on low light image enhancement: Methods and results.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results NTIRE 2025 challenge on low light image enhancement: Methods and results

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:05.025105Z

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Observation ef16fc29-2c02-4182-8e34-76663e379d3a · outbound

This paper cites Decoupled weight de- cay regularization.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Decoupled weight de- cay regularization

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:05.578821Z

Source-reported events for the cited work

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Observation 9a8f7801-8e3a-43d9-826c-cb11cb21173e · outbound

This paper cites Sge: structured light system based on gray code with an event camera.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Sge: structured light system based on gray code with an event camera

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:05.563702Z

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Observation 25ce8790-abef-48f4-963e-b2809ec16bff · outbound

This paper cites Adarevd: Adap- tive patch exiting reversible decoder pushes the limit of im- age deblurring.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Adarevd: Adap- tive patch exiting reversible decoder pushes the limit of im- age deblurring

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:05.547620Z

Source-reported events for the cited work

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Observation 97411ae4-a067-451c-abda-92172768111b · outbound

This paper cites Multi-bracket high dynamic range imaging with event cameras.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Multi-bracket high dynamic range imaging with event cameras

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:05.532514Z

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Observation d39f4e3f-6e98-443b-821c-1f99e267f335 · outbound

This paper cites Data-driven feature tracking for event cameras.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Data-driven feature tracking for event cameras

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:05.517671Z

Source-reported events for the cited work

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Observation 8e692dcb-5b8d-40e8-aa91-d61b0f019e32 · outbound

This paper cites Esl: Event-based structured light.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Esl: Event-based structured light

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:05.502214Z

Source-reported events for the cited work

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Observation c6ff1902-86c8-4124-af38-4b806fb0b119 · outbound

This paper cites Ntire 2019 challenge on video deblurring and super- resolution: Dataset and study.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Ntire 2019 challenge on video deblurring and super- resolution: Dataset and study

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:05.487853Z

Source-reported events for the cited work

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Observation 31556496-05b9-4594-ace2-1ad6822d33e0 · outbound

This paper cites The tenth NTIRE 2025 efficient super- resolution challenge report.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results The tenth NTIRE 2025 efficient super- resolution challenge report

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:05.061919Z

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Observation 5cfe6793-6616-41be-b055-53062e09b867 · outbound

This paper cites NTIRE 2025 challenge on UGC video enhancement: Meth- ods and results.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results NTIRE 2025 challenge on UGC video enhancement: Meth- ods and results

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:05.066342Z

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Observation 93126773-204b-41a3-bec2-4679d2963d2b · outbound

This paper cites Reducing the sim-to-real gap for event cam- eras.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Reducing the sim-to-real gap for event cam- eras

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:05.454156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7518841f-a828-4610-aad6-58d01f810daa · outbound

This paper cites Event-based fusion for motion deblurring with cross- modal attention.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Event-based fusion for motion deblurring with cross- modal attention

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:05.439543Z

Source-reported events for the cited work

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Observation 1bd41fa4-2144-478c-b6a0-13e339ce92a8 · outbound

This paper cites Event-based frame interpolation with ad-hoc de- blurring.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Event-based frame interpolation with ad-hoc de- blurring

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:05.424809Z

Source-reported events for the cited work

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Observation 1bb18ab8-3d64-4088-aae7-6da1d24ec9e7 · outbound

This paper cites A unified framework for event-based frame interpolation with ad-hoc deblurring in the wild.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results A unified framework for event-based frame interpolation with ad-hoc deblurring in the wild

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:05.409714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2d667df8-a18a-4da7-b63d-d55340c667f7 · outbound

This paper cites NTIRE 2025 challenge on event-based image deblurring: Methods and results.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results NTIRE 2025 challenge on event-based image deblurring: Methods and results

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:05.089323Z

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Observation 11100f87-a7cb-4d58-b8bd-350e9fe9ea9e · outbound

This paper cites Low-Light Image Enhancement using Event-Based Illumination Estimation.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Low-Light Image Enhancement using Event-Based Illumination Estimation

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:05.093570Z

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Observation a577ebab-5e78-4cfb-a611-ac4c60e550d3 · outbound

This paper cites The tenth ntire 2025 image denoising challenge report.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results The tenth ntire 2025 image denoising challenge report

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:05.098824Z

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Observation 05a6274c-9278-4279-b28a-ea2b560b406d · outbound

This paper cites Motion aware event representation-driven image deblurring.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Motion aware event representation-driven image deblurring

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:05.376816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation eb1d3f6e-8230-4a63-8013-f13ef1517422 · outbound

This paper cites NTIRE 2025 image shadow removal challenge report.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results NTIRE 2025 image shadow removal challenge report

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:05.108092Z

Source-reported events for the cited work

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Observation 8e050b9e-2ed0-41de-ad90-b18ff7633337 · outbound

This paper cites NTIRE 2025 ambi- ent lighting normalization challenge.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results NTIRE 2025 ambi- ent lighting normalization challenge

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:05.112533Z

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Unavailable: canonical work link unavailable.

Observation 95c76b6f-2228-4168-9565-bea692d4b226 · outbound

This paper cites NTIRE 2025 challenge on light field image super-resolution: Methods and results.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results NTIRE 2025 challenge on light field image super-resolution: Methods and results

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:05.116911Z

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Observation ff7abfa7-86c1-4f06-963e-f8d50d9bc5ec · outbound

This paper cites Image quality assessment: from error visibility to structural similarity.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Image quality assessment: from error visibility to structural similarity

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:05.121326Z

Source-reported events for the cited work

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Observation ca59ad3e-b9b7-4f80-b0fb-1f88d44dc140 · outbound

This paper cites Event- based blurry frame interpolation under blind exposure.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Event- based blurry frame interpolation under blind exposure

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:05.325495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 00e41af0-b3f4-4be5-97f3-baa0ee1f1b71 · outbound

This paper cites NTIRE 2025 challenge on single image reflection removal in the wild: Datasets, methods and results.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results NTIRE 2025 challenge on single image reflection removal in the wild: Datasets, methods and results

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:05.129748Z

Source-reported events for the cited work

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Observation 3f7b534e-2c3c-45db-8e38-36db4e6307a9 · outbound

This paper cites Motion deblurring via spatial-temporal collaboration of frames and events.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Motion deblurring via spatial-temporal collaboration of frames and events

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:05.299932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b68f2de5-28e8-4821-ac70-ffa54171fb40 · outbound

This paper cites NTIRE 2025 challenge on hr depth from images of specular and transparent surfaces.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results NTIRE 2025 challenge on hr depth from images of specular and transparent surfaces

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:05.138801Z

Source-reported events for the cited work

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Observation 821e2817-0172-4935-86bf-dee2bd7359d7 · outbound

This paper cites Learning enriched features for real image restoration and enhancement.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Learning enriched features for real image restoration and enhancement

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:05.275016Z

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Observation 988862b4-0c13-4c36-b896-7576bd27d7f2 · outbound

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

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Restormer: Efficient transformer for high-resolution image restoration

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-16T12:36:05.147860Z

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Observation 83d5f268-fabc-4dd4-9035-c96a12647ddf · outbound

This paper cites A multi-scale re- current framework for motion segmentation with event cam- era.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results A multi-scale re- current framework for motion segmentation with event cam- era

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:05.249642Z

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Observation 17c8c731-5e25-4a5b-a324-20373ae07711 · outbound

This paper cites Residual dense network for image super-resolution.

NTIRE 2025 Challenge on Event-Based Image Deblurring: Methods and Results Residual dense network for image super-resolution

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:36:05.234532Z

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