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Paper Citation Record · LEDGER

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge

As of 18 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 0 inbound Pith citation observations for arXiv:2608.09782.

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

pith.paper-citation-record.v1
2608.09782 v1

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T10:56:44.245479Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

62 of 62 outbound references displayed

  • verified exact0
  • verified fuzzy17
  • unresolved45
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e8587617-fff3-4648-9eb8-a04c7c4640b8 · outbound

This paper cites an unresolved cited work.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Unresolved cited work

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T10:56:44.036117Z digest=sha256:84dc37f47014f5df5e942f617d2788b5da250218c868d69a07cd90221ac901f0

Observation b005da1d-bb42-4534-a646-fab830f0c93d · outbound

This paper cites NT-HAZE: A Benchmark Dataset for Re- alistic Night-time Image Dehazing.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NT-HAZE: A Benchmark Dataset for Re- alistic Night-time Image Dehazing

Reference 2

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T10:56:44.040117Z digest=sha256:89b3a84921a820db352cafb1246ef0fc14dae03cdca0d9db8dc980edb574dbbd

Observation ce88f51e-cf91-4426-9933-529ffd64274e · outbound

This paper cites NTIRE 2026 Nighttime Image Dehazing Challenge Report.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 Nighttime Image Dehazing Challenge Report

Reference 3

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source=pdf_text observed=2026-08-11T10:56:44.043804Z digest=sha256:0c478c3073b04ae782926bcf213660595d468912db55611a75b13d61fe6e5826

Observation 71c964b3-162c-480f-bb7a-d4bea0297224 · outbound

This paper cites NTIRE 2026 Challenge on Single Image Re- flection Removal in the Wild: Datasets, Results, and Meth- ods.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 Challenge on Single Image Re- flection Removal in the Wild: Datasets, Results, and Meth- ods

Reference 4

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.047459Z digest=sha256:12c5a6ea44b73f2e4c449f40f78ad5191ec2ad322e034abda5c6ac597d477e31

Observation 8f2342fe-6d3a-4859-9868-fab83d60ed37 · outbound

This paper cites Aspanformer: Detector-free image matching with adaptive span transformer.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Aspanformer: Detector-free image matching with adaptive span transformer

Reference 5

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raw_fallback, observed 2026-08-11T10:56:44.752087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T10:56:44.051248Z digest=sha256:4d29d4f671d9abcccd9125390fe94acc490b2f4b3760b66ae1080f48a3825f9b

Observation 5257d773-d7a4-471f-ab79-970e151b5352 · outbound

This paper cites Simple baselines for image restoration.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Simple baselines for image restoration

Reference 6

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raw_fallback, observed 2026-08-11T10:56:44.741383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T10:56:44.054911Z digest=sha256:b75238a8e0932a44fc7fb62bf7ac8a27d05ff12cfd49dbec5b84239be3e474bb

Observation 01132c88-4d78-4049-8048-c12173cfe914 · outbound

This paper cites The Fourth Challenge on Image Super-Resolution (×4) at NTIRE 2026: Benchmark Results and Method Overview.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge The Fourth Challenge on Image Super-Resolution (×4) at NTIRE 2026: Benchmark Results and Method Overview

Reference 7

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.058585Z digest=sha256:f2c156f317e9ce169b56b7bf5b1acffd52c37581b5fc31563c584a67efcaba87

Observation 39845a17-c69a-464f-9d0b-4a12fd8b4613 · outbound

This paper cites Low Light Image Enhancement Challenge at NTIRE 2026.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Low Light Image Enhancement Challenge at NTIRE 2026

Reference 8

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no resolver link, observed 2026-08-11T10:56:44.062102Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.062102Z digest=sha256:c45b4f5fb20f2025d11cf4b0747d5b286b101190127befcfd8293033b8e7b715

Observation d3bb9801-36bc-4276-865e-4a9b7ad11c25 · outbound

This paper cites High FPS Video Frame Interpolation Challenge at NTIRE 2026.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge High FPS Video Frame Interpolation Challenge at NTIRE 2026

Reference 9

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no resolver link, observed 2026-08-11T10:56:44.065476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.065476Z digest=sha256:8d73acf609bad1ac0879cbae5ec466162b96723e806a712892c35875312bda82

Observation 54755bc1-5aed-44b6-bd7e-355cd9e9f5ae · outbound

This paper cites Image denoising by sparse 3-D transform- domain collaborative filtering.IEEE Transactions on Image Processing, 16(8):2080–2095, 2007.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Image denoising by sparse 3-D transform- domain collaborative filtering.IEEE Transactions on Image Processing, 16(8):2080–2095, 2007

Reference 10

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verified fuzzy
raw_fallback, observed 2026-08-11T10:56:44.710023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T10:56:44.069043Z digest=sha256:342821bc6f66e74d23e3a59134ac6f82d56a7d429bd85aebcf4bc81b0f4195cb

Observation f0c7857f-6c10-4746-b06a-6808f8e85279 · outbound

This paper cites Bm3d image denoising with shape- adaptive principal component analysis.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Bm3d image denoising with shape- adaptive principal component analysis

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T10:56:44.072033Z digest=sha256:7b159fa30c7ae00d85f4c9ececcb0aab9cedd38c326937d435316b0e31f28fd9

Observation d93bbd1e-8e21-4e98-972a-2a4bfc1b4edc · outbound

This paper cites Superpoint: Self-supervised interest point detection and description.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Superpoint: Self-supervised interest point detection and description

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T10:56:44.075368Z digest=sha256:e5edfd96db15275b1c7f083e9a34f8db75f2fce80c98709de40ea421296b8961

Observation f8dd429c-f0bc-4994-9dec-c539306c33a2 · outbound

This paper cites an unresolved cited work.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Unresolved cited work

Reference 13

Resolution
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raw_fallback, observed 2026-08-11T10:56:44.677142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T10:56:44.078744Z digest=sha256:0ca6196fedc75efc9ca7973f182f40cc59ce07ff5204e9ac28d91848eeda7e01

Observation 366d3417-fe76-4fd7-af04-84d1abb8a405 · outbound

This paper cites Burstormer: Burst image restoration and enhancement transformer.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Burstormer: Burst image restoration and enhancement transformer

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:56:44.665882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T10:56:44.081933Z digest=sha256:09c3d99675b7f61b87c82ccefef008bc114a32efb49792b726a4757928c3c24e

Observation a9728f6a-bdd8-4cf6-9d6c-89b10c07017f · outbound

This paper cites NTIRE 2026 Rip Current Detection and Segmentation (RipDetSeg) Chal- lenge Report.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 Rip Current Detection and Segmentation (RipDetSeg) Chal- lenge Report

Reference 15

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.085186Z digest=sha256:1e58527718f9c54c51b52d57a71a5a5124fc7cf6fad0bf371cb8c4f46165b51f

Observation 622459f1-0f55-439c-a91f-de0fd7350890 · outbound

This paper cites RoMa v2: Harder Better Faster Denser Feature Matching.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge RoMa v2: Harder Better Faster Denser Feature Matching

Reference 16

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no resolver link, observed 2026-08-11T10:56:44.088214Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.088214Z digest=sha256:b6cd63d94a84d0a757c7aed863202f173ee3f36ba49c40c88fba24c0184c2baa

Observation 0ea840d1-a635-4d7e-9496-8acde315ecd5 · outbound

This paper cites Conde, Zongwei Wu, Yeying Jin, Radu Timofte, et al.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Conde, Zongwei Wu, Yeying Jin, Radu Timofte, et al

Reference 17

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T10:56:44.091857Z digest=sha256:04dacde0465a9c435a0a4e46ce60e81a390784fbd772848dc4c49176d715b95d

Observation 110a96e8-0352-4164-ac4c-1345b3932590 · outbound

This paper cites Greedy function approximation: a gra- dient boosting machine.Annals of statistics, pages 1189– 1232, 2001.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Greedy function approximation: a gra- dient boosting machine.Annals of statistics, pages 1189– 1232, 2001

Reference 18

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raw_fallback, observed 2026-08-11T10:56:44.640914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T10:56:44.095034Z digest=sha256:71ee9538b3bc134ab2a78fe355d298252659c3ae0167293ede6250a507325173

Observation 004f16f8-455c-4447-b1c2-ee7cc036916c · outbound

This paper cites Gonzalez and Richard E.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Gonzalez and Richard E

Reference 19

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raw_fallback, observed 2026-08-11T10:56:44.629576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T10:56:44.098323Z digest=sha256:8d2dda223436918361a7d8a3235c1649664a3deb3b66aafcb1eda3acbe4e95e6

Observation 22660dd9-174f-49e3-92e5-53559ecf1bbb · outbound

This paper cites NTIRE 2026 Challenge on End-to-End Financial Receipt Restoration and Reasoning from Degraded Images: Datasets, Methods and Results.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 Challenge on End-to-End Financial Receipt Restoration and Reasoning from Degraded Images: Datasets, Methods and Results

Reference 20

Resolution
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no resolver link, observed 2026-08-11T10:56:44.101777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.101777Z digest=sha256:ef0b88434a784cc9a33d7d0377509eb93790aadab0ce5794acd19b8120adf293

Observation b97f0f4c-2bca-4aa9-8e3a-716153d156d6 · outbound

This paper cites NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3).

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: AI Flash Portrait (Track 3)

Reference 21

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source=pdf_text observed=2026-08-11T10:56:44.105883Z digest=sha256:2293924c6661f3a1bd90a18d8d08c80f4d13167a94751b9c43f4313d31a74d3d

Observation 770a84e0-2ecd-4307-931f-da401adc9c3b · outbound

This paper cites NTIRE 2026 Challenge on Robust AI-Generated Image Detection in the Wild.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 Challenge on Robust AI-Generated Image Detection in the Wild

Reference 22

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source=pdf_text observed=2026-08-11T10:56:44.109291Z digest=sha256:0dacaff024b6ec35000d5310149b990265bfa4e2f21d2906c5644b40fd0652b2

Observation 4a724ac2-1fb6-4b15-94cc-a20e2aa40ff6 · outbound

This paper cites Robust Deepfake De- tection, NTIRE 2026 Challenge: Report.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Robust Deepfake De- tection, NTIRE 2026 Challenge: Report

Reference 23

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source=pdf_text observed=2026-08-11T10:56:44.112456Z digest=sha256:866d5cd01e966eec4f5abc4102a67bf8fae2109e43b8653ed5507e055933fb2f

Observation e36fee11-2f62-4d7a-b0b3-5fc9fe9c0828 · outbound

This paper cites Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen- Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen- Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen

Reference 24

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.115931Z digest=sha256:11f3d8a4cd2c9e27e7094ede8fee38a5e75e6658204611b1fa234628e00ad934

Observation 034a6924-8db9-406d-9ef7-2616d3a30f00 · outbound

This paper cites Averaging Weights Leads to Wider Optima and Better Generalization.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Averaging Weights Leads to Wider Optima and Better Generalization

Reference 25

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no resolver link, observed 2026-08-11T10:56:44.119421Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.119421Z digest=sha256:9644d89023a42d38a8a8e3c0914c0b49e92a7411ea6bfcdebb81726f87ad5bf3

Observation ec2d90ae-2cbd-4700-8e54-086c3bd39098 · outbound

This paper cites The First Challenge on Mobile Real-World Image Super- Resolution at NTIRE 2026: Benchmark Results and Method Overview.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge The First Challenge on Mobile Real-World Image Super- Resolution at NTIRE 2026: Benchmark Results and Method Overview

Reference 26

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no resolver link, observed 2026-08-11T10:56:44.123259Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.123259Z digest=sha256:25137006929598cd77ddfc48cc8beffe77d2b5f0531c36f13538ab3ed9d641c2

Observation fb9f3abe-aa2d-499e-aaeb-f835bc1622cc · outbound

This paper cites NTIRE 2026 Challenge on Short-form UGC Video Restoration in the Wild with Generative Models: Datasets, Methods and Results.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 Challenge on Short-form UGC Video Restoration in the Wild with Generative Models: Datasets, Methods and Results

Reference 27

Resolution
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no resolver link, observed 2026-08-11T10:56:44.127045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.127045Z digest=sha256:8856ea95960f6b1e9b6ebd76f5b8d240d70696d5a6d4a9930d2e7a1917cda8d1

Observation 90a51621-c632-4f8c-a2df-5f2f6cf6a009 · outbound

This paper cites NTIRE 2026 The Second Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 The Second Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results

Reference 28

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no resolver link, observed 2026-08-11T10:56:44.130777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.130777Z digest=sha256:2fb482fb443c64a05bc5b01313c23ae395b3b21cb8817c15f05a4118954b4670

Observation 0083cc32-f754-4f4c-ad74-0d7d6a27d7d4 · outbound

This paper cites Lightglue: Local feature matching at light speed.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Lightglue: Local feature matching at light speed

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:56:44.563888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T10:56:44.134613Z digest=sha256:63163a5a1402f3a5163eda63bc14e1644aa020395dc3a139a8f12302b1651032

Observation 3bee0f6e-d5ac-42f1-a99c-6fc60b444f80 · outbound

This paper cites The First Chal- lenge on Remote Sensing Infrared Image Super-Resolution at NTIRE 2026: Benchmark Results and Method Overview.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge The First Chal- lenge on Remote Sensing Infrared Image Super-Resolution at NTIRE 2026: Benchmark Results and Method Overview

Reference 30

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.138163Z digest=sha256:66bab5009cc11d6c3a379d6e5e3ae4dff7a3f31501e55d80235995d6c1fa957d

Observation f6611b67-9019-425f-bf29-d6a3089a45e7 · outbound

This paper cites Conde, et al.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Conde, et al

Reference 31

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no resolver link, observed 2026-08-11T10:56:44.141518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.141518Z digest=sha256:45041b98794b436636c6ca22d06bd9b8d507d67d47ae1b1f32cc82ab26d898e0

Observation 57f1df70-0c63-42c3-81c8-07c0c9a6bed4 · outbound

This paper cites NTIRE 2026 X- AIGC Quality Assessment Challenge: Methods and Results.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 X- AIGC Quality Assessment Challenge: Methods and Results

Reference 32

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.144989Z digest=sha256:8e0d5df885a0e2632632c4d45d24e645ac20dd213887134b4b1845b50bc339d8

Observation 279e7bf4-2588-45b2-8b2d-9285ae571886 · outbound

This paper cites An iterative image reg- istration technique with an application to stereo vision.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge An iterative image reg- istration technique with an application to stereo vision

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:56:44.529105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T10:56:44.148392Z digest=sha256:3c322ebae55cec61c11d5b9eb7bdd6b5013ea097416af7e6d14106336777e15e

Observation 14c6161e-6d2b-4a11-9b7a-e8dd2380bbb5 · outbound

This paper cites Burst denoising with kernel prediction networks.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Burst denoising with kernel prediction networks

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:56:44.518553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T10:56:44.151878Z digest=sha256:981edb3340bf1497b0da4ce24bb507c40e1cfcdc6fbd5c6be25694a7c3008d21

Observation 4a621672-8000-431c-bd2f-7b68aff1ba38 · outbound

This paper cites NTIRE 2026 Challenge on Video Saliency Predic- tion: Methods and Results.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 Challenge on Video Saliency Predic- tion: Methods and Results

Reference 35

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.155430Z digest=sha256:60f810276f9e72957925dacfc031bde8e3800560bd5f924522e7de5781e4ecb5

Observation 029cb93c-4c8b-44b9-b23a-805203ba8040 · outbound

This paper cites NTIRE 2026 Challenge on Efficient Burst HDR and Restoration: Datasets, Methods, and Results.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 Challenge on Efficient Burst HDR and Restoration: Datasets, Methods, and Results

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-11T10:56:44.158781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.158781Z digest=sha256:ff4dc10581aaadee0a859e90a62cab546557324adb035036cba01d417d600f36

Observation c52ee3fd-ddfc-4760-8a31-3aa06fa46961 · outbound

This paper cites NTIRE 2026 Challenge on Learned Smartphone ISP with Unpaired Data: Methods and Results.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 Challenge on Learned Smartphone ISP with Unpaired Data: Methods and Results

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-11T10:56:44.162623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.162623Z digest=sha256:9aef6c27d4a33deac1ab253ce1211bb76c73b0aa8aba53b684f04e6ac605f21b

Observation dabf6ec9-bb3a-424e-b8a9-e1daf7c23a1b · outbound

This paper cites NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: Professional Image Quality Assessment (Track 1).

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: Professional Image Quality Assessment (Track 1)

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-11T10:56:44.166060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.166060Z digest=sha256:3efa862c8cf9bcbb4dadda0670661d3dc05778555457e84f6d4786e50fb2aeef

Observation fbf737c8-a367-434f-b7c8-f88117afaf81 · outbound

This paper cites Recursive multi- exposure alignment with spatiotemporal decoupling for ef- ficient burst hdr and restoration.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Recursive multi- exposure alignment with spatiotemporal decoupling for ef- ficient burst hdr and restoration

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:56:44.480544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T10:56:44.169709Z digest=sha256:6944a0f4dd205da3e24f2607352db4de6eb4af3d02dd938fbc33719c6d5af7db

Observation 22d66d68-432e-46a2-8461-0273c14c1921 · outbound

This paper cites The Second Challenge on Cross-Domain Few-Shot Object Detection at NTIRE 2026: Methods and Results.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge The Second Challenge on Cross-Domain Few-Shot Object Detection at NTIRE 2026: Methods and Results

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-11T10:56:44.173021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.173021Z digest=sha256:b449b582f34c06fbc2a2d8ad512979f2cda80b79cc02c7693d28a515d31cb6b2

Observation fa77cb7c-7aba-4a11-9ecc-4e1582ecd845 · outbound

This paper cites NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: Multi-Exposure Image Fusion in Dynamic Scenes (Track2).

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 The 3rd Restore Any Image Model (RAIM) Challenge: Multi-Exposure Image Fusion in Dynamic Scenes (Track2)

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-11T10:56:44.175853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.175853Z digest=sha256:6034ba4332fe516c58999b85bdfbd134704bbb3a65110d3c830460e1f9ceb0c8

Observation 5bcb08f3-40d6-49e0-80d9-082375e2b623 · outbound

This paper cites Optical flow estima- tion using a spatial pyramid network.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Optical flow estima- tion using a spatial pyramid network

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:56:44.456242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T10:56:44.178925Z digest=sha256:71199aff233306202a78235d79dd0821fad07ef6a56e38fa58f8a0852fb12734

Observation fb57feb4-f4c3-43b5-acb5-1ffe1408a3f9 · outbound

This paper cites The Eleventh NTIRE 2026 Efficient Super-Resolution Challenge Report.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge The Eleventh NTIRE 2026 Efficient Super-Resolution Challenge Report

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-11T10:56:44.181871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.181871Z digest=sha256:88aae03486b97d956da5d7ea9574a8e5f3644daa7b1c386e8eff24fb585a0b2f

Observation fbd25496-99b8-42ce-91f9-5430ae754d99 · outbound

This paper cites Conde, Jeffrey Chen, Zhuyun Zhou, Zongwei Wu, Radu Timofte, et al.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Conde, Jeffrey Chen, Zhuyun Zhou, Zongwei Wu, Radu Timofte, et al

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-11T10:56:44.184830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.184830Z digest=sha256:cdd4ad37f888ebfa030ba8cfe27c8dccefcd83496b4d63578b5e22a2f591a62a

Observation 14fcd7e8-f7b6-44e5-bf24-c3942e9cb789 · outbound

This paper cites The Third Challenge on Image Denoising at NTIRE 2026: Methods and Results.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge The Third Challenge on Image Denoising at NTIRE 2026: Methods and Results

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-11T10:56:44.188110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.188110Z digest=sha256:5b5c67baa888411caa3d9a83c0ef3b04fb8f1a5cac2e63a31c1c4007fc5a7c7d

Observation 1eb7692d-122a-464a-acff-bcf876b0833f · outbound

This paper cites The Second Challenge on Event-Based Image Deblurring at NTIRE 2026: Methods and Results.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge The Second Challenge on Event-Based Image Deblurring at NTIRE 2026: Methods and Results

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-11T10:56:44.191238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.191238Z digest=sha256:5859975cd3544473592dc99334749f101678508d0218bca12511f75fac5d458c

Observation 7bab3812-d1e3-4971-940d-6e9bb3be80c6 · outbound

This paper cites NTIRE 2026 The First Challenge on Blind Computational Aberration Correction: Methods and Results.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 The First Challenge on Blind Computational Aberration Correction: Methods and Results

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-11T10:56:44.194325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.194325Z digest=sha256:9c57005e7b51a8a541096c178ed817829632b83d2690467f2a39cc74e52d3d16

Observation 3eacf6d4-fcbf-42c8-8c7a-b097bd185779 · outbound

This paper cites Instance Normalization: The Missing Ingredient for Fast Stylization.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Instance Normalization: The Missing Ingredient for Fast Stylization

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-11T10:56:44.197394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.197394Z digest=sha256:945649edbec8e900e5b09c26861dda390d6ebccf77814c9613d1b42f2267d09f

Observation 667b6371-a4c1-45e5-8c20-7ad782a7003b · outbound

This paper cites Learning- Based Ambient Lighting Normalization: NTIRE 2026 Chal- lenge Results and Findings.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Learning- Based Ambient Lighting Normalization: NTIRE 2026 Chal- lenge Results and Findings

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-11T10:56:44.200898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.200898Z digest=sha256:1ac08eaa5a30afd07585c809f1fb35ff070bf5103b280975b69c5dd8aa19bcd0

Observation 465387e5-4beb-4f68-a706-44524437f545 · outbound

This paper cites Advances in Single- Image Shadow Removal: Results from the NTIRE 2026 Challenge.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Advances in Single- Image Shadow Removal: Results from the NTIRE 2026 Challenge

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-11T10:56:44.204437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.204437Z digest=sha256:07f8777aee74c8dc4c84a515899ddd0f1fbaa4c1b851d03d6dbfcdc6e01061c3

Observation e1c5e4f0-99eb-4739-b116-a1613e6e8188 · outbound

This paper cites The Second Challenge on Real-World Face Restoration at NTIRE 2026: Methods and Results.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge The Second Challenge on Real-World Face Restoration at NTIRE 2026: Methods and Results

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-11T10:56:44.207630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.207630Z digest=sha256:745b9898bc5071cb62ca56ee90eea5d495017dd478662cf00044b1ce14c1e72c

Observation f14bded3-344e-4ae2-abae-f37d5c9eca86 · outbound

This paper cites NTIRE 2026 Challenge on 3D Content Super-Resolution: Methods and Results.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 Challenge on 3D Content Super-Resolution: Methods and Results

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-11T10:56:44.210810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.210810Z digest=sha256:5a984bee99d1e079a5408e85d63a79803f5f73b599b92ebb88f2296cdea0c2e3

Observation 8f66324d-9c46-4840-943f-81c159cb3234 · outbound

This paper cites NTIRE 2026 Challenge on Light Field Image Super-Resolution: Methods and Results.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 Challenge on Light Field Image Super-Resolution: Methods and Results

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-11T10:56:44.214321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.214321Z digest=sha256:806cc21cb7a80e4ba8d96ef2158605006c7b91eeef6b5fa2e12572ced543d61f

Observation 0b7fb292-4f31-4481-93c7-c9d07c765b09 · outbound

This paper cites Bovik, Hamid R.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Bovik, Hamid R

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:56:44.379942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T10:56:44.217614Z digest=sha256:2fd6e6a44fbb518a629d25589115ea73dc03e964465241733a76bfb4af8d5d0f

Observation b4368b00-5add-4466-8af5-1eb66ed52299 · outbound

This paper cites Efficient Low Light Image Enhancement: NTIRE 2026 Challenge Report.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Efficient Low Light Image Enhancement: NTIRE 2026 Challenge Report

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-11T10:56:44.220619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.220619Z digest=sha256:98f270b06e8a2927f00b3c4864289d6e8212ef071585fca88c487906c5a5461d

Observation 58794817-ae27-44c9-bccd-2012b83cd9ca · outbound

This paper cites NTIRE 2026 Challenge on High- Resolution Depth of non-Lambertian Surfaces.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 Challenge on High- Resolution Depth of non-Lambertian Surfaces

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-11T10:56:44.223556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.223556Z digest=sha256:bcf7613ab04d92b205f06c3f920a10db1d37d6de277abe73d5c151bfb1d4e1cf

Observation c258115d-7053-4855-a385-3a1907e272c7 · outbound

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

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Restormer: Efficient transformer for high-resolution image restoration

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:56:44.354596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T10:56:44.226791Z digest=sha256:f4c3d67b8937d99443d2f70d04d4bce5d3e20c23ecd63e169adf5e4664ca5e17

Observation 3966271b-312c-4352-bb44-509e8dd3340a · outbound

This paper cites Practical blind image denoising via swin- conv-unet and data synthesis.Machine Intelligence Re- search, 20(6):822–836, 2023.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Practical blind image denoising via swin- conv-unet and data synthesis.Machine Intelligence Re- search, 20(6):822–836, 2023

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-11T10:56:44.230100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.230100Z digest=sha256:b50b8e60e69773c0a8ba32690507a7683ce835c3b661a8015630918363f0ea73

Observation 6bbf27e9-4873-44ee-8491-9301a8618232 · outbound

This paper cites NTIRE 2026 Challenge Report on Anomaly Detection of Face Enhancement for UGC Images.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 Challenge Report on Anomaly Detection of Face Enhancement for UGC Images

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-11T10:56:44.233395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.233395Z digest=sha256:32312bad3b595082a971ab403dd7860ebb8ec53703174da6a82f90be138c387e

Observation 56a6c26b-b037-4bc5-ab92-04ccab05fadc · outbound

This paper cites Flow-guided deformable alignment with channel-wise self- attention reconstruct for efficient burst hdr restoration.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Flow-guided deformable alignment with channel-wise self- attention reconstruct for efficient burst hdr restoration

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:56:44.330537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T10:56:44.237780Z digest=sha256:8a5dd5571534dc3fd22f0513e6bb9f0dfcd06c150f0dfa16dbf3ececea6bf366

Observation 6b1ccd4f-7ccb-45e1-a78e-0620143e9b93 · outbound

This paper cites NTIRE 2026 Challenge on Bitstream-Corrupted Video Restoration: Meth- ods and Results.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 Challenge on Bitstream-Corrupted Video Restoration: Meth- ods and Results

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-11T10:56:44.241668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:56:44.241668Z digest=sha256:9538151f3ecc5eb0142e5d9aaf08fd66fc4e905c3c71f5564231448886636bf2

Observation 47ddd7c8-5555-46ca-803e-c29d61240ddf · outbound

This paper cites TWILIGHT-COWBOY-CHALLENGE- BASELINE.https://github.com/Zufarovich/ TWILIGHT- COWBOY- CHALLENGE- BASELINE, 2026.

NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge TWILIGHT-COWBOY-CHALLENGE- BASELINE.https://github.com/Zufarovich/ TWILIGHT- COWBOY- CHALLENGE- BASELINE, 2026

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T10:56:44.311197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T10:56:44.245479Z digest=sha256:87f16dd7fee3c662c00233f28088ce865ae939c8fd4b5f345a872d9c197ece54

Pith citing papers

No inbound Pith citation observations are available.