Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T10:56:44.245479Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T10:56:44.245479Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
62 of 62 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation e8587617-fff3-4648-9eb8-a04c7c4640b8 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Unresolved cited work
Reference 1
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.
Observation b005da1d-bb42-4534-a646-fab830f0c93d · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NT-HAZE: A Benchmark Dataset for Re- alistic Night-time Image Dehazing
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce88f51e-cf91-4426-9933-529ffd64274e · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 Nighttime Image Dehazing Challenge Report
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71c964b3-162c-480f-bb7a-d4bea0297224 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f2342fe-6d3a-4859-9868-fab83d60ed37 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Aspanformer: Detector-free image matching with adaptive span transformer
Reference 5
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.
Observation 5257d773-d7a4-471f-ab79-970e151b5352 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Simple baselines for image restoration
Reference 6
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.
Observation 01132c88-4d78-4049-8048-c12173cfe914 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39845a17-c69a-464f-9d0b-4a12fd8b4613 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Low Light Image Enhancement Challenge at NTIRE 2026
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3bb9801-36bc-4276-865e-4a9b7ad11c25 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge High FPS Video Frame Interpolation Challenge at NTIRE 2026
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54755bc1-5aed-44b6-bd7e-355cd9e9f5ae · outbound
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
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.
Observation f0c7857f-6c10-4746-b06a-6808f8e85279 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Bm3d image denoising with shape- adaptive principal component analysis
Reference 11
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.
Observation d93bbd1e-8e21-4e98-972a-2a4bfc1b4edc · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Superpoint: Self-supervised interest point detection and description
Reference 12
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.
Observation f8dd429c-f0bc-4994-9dec-c539306c33a2 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Unresolved cited work
Reference 13
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.
Observation 366d3417-fe76-4fd7-af04-84d1abb8a405 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Burstormer: Burst image restoration and enhancement transformer
Reference 14
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.
Observation a9728f6a-bdd8-4cf6-9d6c-89b10c07017f · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 Rip Current Detection and Segmentation (RipDetSeg) Chal- lenge Report
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 622459f1-0f55-439c-a91f-de0fd7350890 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge RoMa v2: Harder Better Faster Denser Feature Matching
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ea840d1-a635-4d7e-9496-8acde315ecd5 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Conde, Zongwei Wu, Yeying Jin, Radu Timofte, et al
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 110a96e8-0352-4164-ac4c-1345b3932590 · outbound
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
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.
Observation 004f16f8-455c-4447-b1c2-ee7cc036916c · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Gonzalez and Richard E
Reference 19
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.
Observation 22660dd9-174f-49e3-92e5-53559ecf1bbb · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b97f0f4c-2bca-4aa9-8e3a-716153d156d6 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 770a84e0-2ecd-4307-931f-da401adc9c3b · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 Challenge on Robust AI-Generated Image Detection in the Wild
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a724ac2-1fb6-4b15-94cc-a20e2aa40ff6 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Robust Deepfake De- tection, NTIRE 2026 Challenge: Report
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e36fee11-2f62-4d7a-b0b3-5fc9fe9c0828 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 034a6924-8db9-406d-9ef7-2616d3a30f00 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Averaging Weights Leads to Wider Optima and Better Generalization
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec2d90ae-2cbd-4700-8e54-086c3bd39098 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb9f3abe-aa2d-499e-aaeb-f835bc1622cc · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90a51621-c632-4f8c-a2df-5f2f6cf6a009 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0083cc32-f754-4f4c-ad74-0d7d6a27d7d4 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Lightglue: Local feature matching at light speed
Reference 29
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.
Observation 3bee0f6e-d5ac-42f1-a99c-6fc60b444f80 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6611b67-9019-425f-bf29-d6a3089a45e7 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Conde, et al
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57f1df70-0c63-42c3-81c8-07c0c9a6bed4 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 X- AIGC Quality Assessment Challenge: Methods and Results
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 279e7bf4-2588-45b2-8b2d-9285ae571886 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge An iterative image reg- istration technique with an application to stereo vision
Reference 33
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.
Observation 14c6161e-6d2b-4a11-9b7a-e8dd2380bbb5 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Burst denoising with kernel prediction networks
Reference 34
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.
Observation 4a621672-8000-431c-bd2f-7b68aff1ba38 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 Challenge on Video Saliency Predic- tion: Methods and Results
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 029cb93c-4c8b-44b9-b23a-805203ba8040 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 Challenge on Efficient Burst HDR and Restoration: Datasets, Methods, and Results
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c52ee3fd-ddfc-4760-8a31-3aa06fa46961 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 Challenge on Learned Smartphone ISP with Unpaired Data: Methods and Results
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dabf6ec9-bb3a-424e-b8a9-e1daf7c23a1b · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbf737c8-a367-434f-b7c8-f88117afaf81 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Recursive multi- exposure alignment with spatiotemporal decoupling for ef- ficient burst hdr and restoration
Reference 39
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.
Observation 22d66d68-432e-46a2-8461-0273c14c1921 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa77cb7c-7aba-4a11-9ecc-4e1582ecd845 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5bcb08f3-40d6-49e0-80d9-082375e2b623 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Optical flow estima- tion using a spatial pyramid network
Reference 42
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.
Observation fb57feb4-f4c3-43b5-acb5-1ffe1408a3f9 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge The Eleventh NTIRE 2026 Efficient Super-Resolution Challenge Report
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbd25496-99b8-42ce-91f9-5430ae754d99 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Conde, Jeffrey Chen, Zhuyun Zhou, Zongwei Wu, Radu Timofte, et al
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14fcd7e8-f7b6-44e5-bf24-c3942e9cb789 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge The Third Challenge on Image Denoising at NTIRE 2026: Methods and Results
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1eb7692d-122a-464a-acff-bcf876b0833f · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge The Second Challenge on Event-Based Image Deblurring at NTIRE 2026: Methods and Results
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7bab3812-d1e3-4971-940d-6e9bb3be80c6 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 The First Challenge on Blind Computational Aberration Correction: Methods and Results
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3eacf6d4-fcbf-42c8-8c7a-b097bd185779 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Instance Normalization: The Missing Ingredient for Fast Stylization
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 667b6371-a4c1-45e5-8c20-7ad782a7003b · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Learning- Based Ambient Lighting Normalization: NTIRE 2026 Chal- lenge Results and Findings
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 465387e5-4beb-4f68-a706-44524437f545 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Advances in Single- Image Shadow Removal: Results from the NTIRE 2026 Challenge
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e1c5e4f0-99eb-4739-b116-a1613e6e8188 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge The Second Challenge on Real-World Face Restoration at NTIRE 2026: Methods and Results
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f14bded3-344e-4ae2-abae-f37d5c9eca86 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 Challenge on 3D Content Super-Resolution: Methods and Results
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f66324d-9c46-4840-943f-81c159cb3234 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 Challenge on Light Field Image Super-Resolution: Methods and Results
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b7fb292-4f31-4481-93c7-c9d07c765b09 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Bovik, Hamid R
Reference 54
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.
Observation b4368b00-5add-4466-8af5-1eb66ed52299 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Efficient Low Light Image Enhancement: NTIRE 2026 Challenge Report
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58794817-ae27-44c9-bccd-2012b83cd9ca · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 Challenge on High- Resolution Depth of non-Lambertian Surfaces
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c258115d-7053-4855-a385-3a1907e272c7 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge Restormer: Efficient transformer for high-resolution image restoration
Reference 57
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.
Observation 3966271b-312c-4352-bb44-509e8dd3340a · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6bbf27e9-4873-44ee-8491-9301a8618232 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 Challenge Report on Anomaly Detection of Face Enhancement for UGC Images
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56a6c26b-b037-4bc5-ab92-04ccab05fadc · outbound
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
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.
Observation 6b1ccd4f-7ccb-45e1-a78e-0620143e9b93 · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge NTIRE 2026 Challenge on Bitstream-Corrupted Video Restoration: Meth- ods and Results
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47ddd7c8-5555-46ca-803e-c29d61240ddf · outbound
NTIRE 2026 Low-light Enhancement: Twilight Cowboy Challenge TWILIGHT-COWBOY-CHALLENGE- BASELINE.https://github.com/Zufarovich/ TWILIGHT- COWBOY- CHALLENGE- BASELINE, 2026
Reference 62
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.
No inbound Pith citation observations are available.