Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:56:36.265147Z
Paper Citation Record · LEDGER
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration
As of 9 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2505.23068.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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
Reference resolution
46 of 46 outbound references displayed
- verified exact0
- verified fuzzy40
- unresolved6
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 0d7282a4-4474-48d7-8019-e724448a033a · outbound
This paper cites Bilateral interaction for local- global collaborative perception in low-light image enhance- ment.IEEE Transactions on Multimedia, 2024.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Bilateral interaction for local- global collaborative perception in low-light image enhance- ment.IEEE Transactions on Multimedia, 2024
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:41.327651Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8889ae5d-1089-4616-8472-38478053c36c · outbound
This paper cites Perceptual decoupling with heterogeneous auxiliary tasks for joint low-light image enhancement and deblurring.IEEE Transactions on Multimedia, pages 6663– 6675, 2024.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Perceptual decoupling with heterogeneous auxiliary tasks for joint low-light image enhancement and deblurring.IEEE Transactions on Multimedia, pages 6663– 6675, 2024
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:41.204747Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c1abd456-d358-4b42-9401-2d18556ed0d1 · outbound
This paper cites Restormer: Efficient transformer for high-resolution image restoration.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Restormer: Efficient transformer for high-resolution image restoration
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:41.056815Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2d9d4171-f1a5-41d5-97c6-cf2cdc7c00b3 · outbound
This paper cites Illumination distillation framework for nighttime person re-identification and a new benchmark.IEEE Transactions on Multimedia, pages 1–14,.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Illumination distillation framework for nighttime person re-identification and a new benchmark.IEEE Transactions on Multimedia, pages 1–14,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:40.894045Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ee850d98-11c4-40a4-b08b-d4a8cec2e613 · outbound
This paper cites SPN2D-GAN: Semantic prior based night-to-day image-to-image translation.IEEE Trans- actions on Multimedia, pages 1–15, 2022.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration SPN2D-GAN: Semantic prior based night-to-day image-to-image translation.IEEE Trans- actions on Multimedia, pages 1–15, 2022
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:40.705950Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bd62b92e-b309-4f02-a2fb-15c4bafb9d96 · outbound
This paper cites Making the rarth clear at night: A high-resolution nighttime light image deblooming network.IEEE Transac- tions on Geoscience and Remote Sensing, 61:1–13, 2023.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Making the rarth clear at night: A high-resolution nighttime light image deblooming network.IEEE Transac- tions on Geoscience and Remote Sensing, 61:1–13, 2023
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:40.559998Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cd81259c-c335-4a9b-84ad-c784776fa939 · outbound
This paper cites Kindling the darkness: A practical low-light image enhancer.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Kindling the darkness: A practical low-light image enhancer
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:40.410282Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7fffbae8-5b65-42d4-bee9-42cc68079135 · outbound
This paper cites Deep retinex decomposition for low-light enhancement.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Deep retinex decomposition for low-light enhancement
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:40.221535Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e48a8f62-245f-4808-957a-94e3c99258b2 · outbound
This paper cites Retinexformer: One-stage retinex- based transformer for low-light image enhancement.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Retinexformer: One-stage retinex- based transformer for low-light image enhancement
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:40.027336Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1a640c94-e6b6-44cb-9aad-6a9a43cf5f51 · outbound
This paper cites Ultra-high-definition low-light image enhancement: A benchmark and transformer-based method.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Ultra-high-definition low-light image enhancement: A benchmark and transformer-based method
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:39.820709Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 64003b35-e81f-4388-856f-433106b54075 · outbound
This paper cites Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:56:36.082204Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6378301f-d126-4e0a-8446-f54671f503e8 · outbound
This paper cites SNR-aware low-light image enhancement.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration SNR-aware low-light image enhancement
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:39.675836Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b5d95322-c847-4463-92c9-dc94c19f83e3 · outbound
This paper cites LED- Net: Joint low-light enhancement and deblurring in the dark.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration LED- Net: Joint low-light enhancement and deblurring in the dark
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:39.492534Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3de5218e-1e71-4705-bc06-07b5544c6ad6 · outbound
This paper cites Learning enriched features for real image restoration and enhancement.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Learning enriched features for real image restoration and enhancement
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:39.272561Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f617807e-c1ec-465f-90e9-2974a724bdbd · outbound
This paper cites Pre-trained image processing transformer.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Pre-trained image processing transformer
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:39.134128Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation da267f5c-1689-44ca-bfa5-45e1525f7c82 · outbound
This paper cites MambaIR: A simple baseline for im- age restoration with state-space model.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration MambaIR: A simple baseline for im- age restoration with state-space model
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:56:36.107805Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73ba9b5d-0c94-49d1-b2a4-f414a34b7d8c · outbound
This paper cites Uformer: A gen- eral u-shaped transformer for image restoration.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Uformer: A gen- eral u-shaped transformer for image restoration
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:38.925842Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fa8d2c0e-8010-4f94-98b2-2538dae9633e · outbound
This paper cites RWKV: Reinventing RNNs for the Transformer Era.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration RWKV: Reinventing RNNs for the Transformer Era
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:56:36.118131Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38f2ef0b-618b-4ec7-9781-ad1871ac8ad4 · outbound
This paper cites Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:56:36.124002Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab03f013-c2b7-4aa6-a310-6cd19de46963 · outbound
This paper cites Adaptive image contrast enhancement using generalizations of histogram equalization.IEEE Transac- tions on Image Processing, 9:889–896, 2000.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Adaptive image contrast enhancement using generalizations of histogram equalization.IEEE Transac- tions on Image Processing, 9:889–896, 2000
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:38.756494Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7d7676bf-0401-4c07-a9f1-7676d372d699 · outbound
This paper cites A dynamic his- togram equalization for image contrast enhancement.IEEE Transactions on Consumer Electronics, 53:593–600, 2007.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration A dynamic his- togram equalization for image contrast enhancement.IEEE Transactions on Consumer Electronics, 53:593–600, 2007
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:38.567410Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fa592ed8-6042-48b4-838d-142a61b6513f · outbound
This paper cites Contextual and variational contrast enhancement.IEEE Transactions on Image Process- ing, 20:3431–3441, 2011.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Contextual and variational contrast enhancement.IEEE Transactions on Image Process- ing, 20:3431–3441, 2011
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:38.383957Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a66bb613-4b89-40ca-babf-8fd714dc5483 · outbound
This paper cites A probabilistic method for image enhancement with simultaneous illumination and re- flectance estimation.IEEE Transactions on Image Process- ing, 24:4965–4977, 2015.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration A probabilistic method for image enhancement with simultaneous illumination and re- flectance estimation.IEEE Transactions on Image Process- ing, 24:4965–4977, 2015
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:38.254877Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5999194e-686b-4aa3-880a-09e2fc28ac5a · outbound
This paper cites Structure-revealing low-light image en- hancement via robust retinex model.IEEE Transactions on Image Processing, 27:2828–2841, 2018.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Structure-revealing low-light image en- hancement via robust retinex model.IEEE Transactions on Image Processing, 27:2828–2841, 2018
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:38.130126Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9d37df55-72af-45a2-9065-c7768576b8cc · outbound
This paper cites A multiscale retinex for bridging the gap between color images and the human observation of scenes.IEEE Transactions on Image processing, 6:965–976, 1997.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration A multiscale retinex for bridging the gap between color images and the human observation of scenes.IEEE Transactions on Image processing, 6:965–976, 1997
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:38.078033Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8f838fad-4d3b-4c6a-9b5e-1cddf72c26a3 · outbound
This paper cites FourLLIE: Boost- ing low-light image enhancement by fourier frequency infor- mation.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration FourLLIE: Boost- ing low-light image enhancement by fourier frequency infor- mation
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:37.922957Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8b5d14ca-4a5e-493c-8f78-bc13c86914bf · outbound
This paper cites Embedding fourier for ultra-high-definition low-light image enhancement.Proceedings of the International Conference on Learning Representations, 2023.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Embedding fourier for ultra-high-definition low-light image enhancement.Proceedings of the International Conference on Learning Representations, 2023
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:37.772892Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6044fd77-02f4-430f-90ed-cc01f554ac53 · outbound
This paper cites Revitalizing convolutional network for image restoration.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Revitalizing convolutional network for image restoration
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:37.582133Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2b0d4440-529f-4c96-b13f-4a11f1e89ce1 · outbound
This paper cites SwinIR: Image restoration using swin transformer.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration SwinIR: Image restoration using swin transformer
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:37.410911Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c26f8517-a1f0-425e-b95f-c04238d72b2e · outbound
This paper cites Burstormer: Burst image restoration and enhancement transformer.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Burstormer: Burst image restoration and enhancement transformer
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:37.279088Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 160848eb-379e-4960-8e54-48dc8f24aea3 · outbound
This paper cites Fourmer: An efficient global modeling paradigm for image restoration.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Fourmer: An efficient global modeling paradigm for image restoration
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:37.201283Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9d547e7b-4046-48c4-b01f-ddb420743444 · outbound
This paper cites Image restoration via frequency selection.IEEE Trans- actions on Pattern Analysis and Machine Intelligence, 46(2):1093–1108, 2024.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Image restoration via frequency selection.IEEE Trans- actions on Pattern Analysis and Machine Intelligence, 46(2):1093–1108, 2024
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:37.044078Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6580b657-890a-478b-b91f-9e97a5f9c53c · outbound
This paper cites Changes in the objective amplitude of accommodation with pupil size.Optometry and Vision Science, 91(10):1215–1220, 2014.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Changes in the objective amplitude of accommodation with pupil size.Optometry and Vision Science, 91(10):1215–1220, 2014
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:36.889885Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5e390ef9-c72c-423b-812b-40306c9c7e0f · outbound
This paper cites Photoreceptor contributions to the human pupil light reflex.Journal of Photochemistry and Photobiology, 15:100178, 2023.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Photoreceptor contributions to the human pupil light reflex.Journal of Photochemistry and Photobiology, 15:100178, 2023
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:36.711445Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 52472d8f-a857-4a6f-a318-62c9329812b4 · outbound
This paper cites EnlightenGAN: Deep light enhancement without paired supervision.IEEE Transactions on Image Process- ing, 30:2340–2349, 2021.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration EnlightenGAN: Deep light enhancement without paired supervision.IEEE Transactions on Image Process- ing, 30:2340–2349, 2021
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:36.619663Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation dca76389-1c7d-4bcc-8296-8dfd8bbaf804 · outbound
This paper cites UCTransNet: Rethinking the skip connections in U-Net from a channel-wise perspective with transformer.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration UCTransNet: Rethinking the skip connections in U-Net from a channel-wise perspective with transformer
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:36.589276Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8776c21d-3563-450b-b978-531039a149de · outbound
This paper cites Going deeper with convolutions.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Going deeper with convolutions
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:36.564689Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d119d238-3fb6-4414-a875-250d6e83f423 · outbound
This paper cites Adam: A Method for Stochastic Optimization.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Adam: A Method for Stochastic Optimization
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:56:36.222664Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9b0c361-1784-4c6b-be68-b59c9bf333f2 · outbound
This paper cites Scope of valid- ity of PSNR in image/video quality assessment.Electronics Letters, 44:800–801, 2008.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Scope of valid- ity of PSNR in image/video quality assessment.Electronics Letters, 44:800–801, 2008
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:36.537514Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f1fa6907-b9b7-46fa-81e1-94f304624a69 · outbound
This paper cites Image quality assessment: From error visibility to structural similarity.IEEE Transactions on Image Process- ing, 13(4):600–612, 2004.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Image quality assessment: From error visibility to structural similarity.IEEE Transactions on Image Process- ing, 13(4):600–612, 2004
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:36.507477Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 690df8e5-63c8-46e8-8c07-44b729550eac · outbound
This paper cites Sparse gradient regularized deep retinex network for robust low-light image enhancement.IEEE Transactions on Image Processing, 30:2072–2086, 2021.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Sparse gradient regularized deep retinex network for robust low-light image enhancement.IEEE Transactions on Image Processing, 30:2072–2086, 2021
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:56:36.239383Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca16c3e9-d9cf-4b61-bf21-8fa2fd9a3a74 · outbound
This paper cites Learning to see in the dark.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Learning to see in the dark
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:36.455388Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2f4ad2ea-d7dd-4c62-8b13-1e8977e1bb67 · outbound
This paper cites Seeing dynamic scene in the dark: A high- quality video dataset with mechatronic alignment.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Seeing dynamic scene in the dark: A high- quality video dataset with mechatronic alignment
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:36.434177Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 77661e5b-77b0-4a74-8740-58c021863060 · outbound
This paper cites Learning photographic global tonal adjustment with a database of input/output image pairs.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Learning photographic global tonal adjustment with a database of input/output image pairs
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:36.416269Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b6218aed-9138-4cec-976a-f7f4c39dbf91 · outbound
This paper cites Learning with nested scene modeling and co- operative architecture search for low-light vision.IEEE Transactions on Pattern Analysis and Machine Intelligence, 45:5953–5969, 2022.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration Learning with nested scene modeling and co- operative architecture search for low-light vision.IEEE Transactions on Pattern Analysis and Machine Intelligence, 45:5953–5969, 2022
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:36.399025Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 286e5428-9fc8-4b1e-a23d-239b8978f606 · outbound
This paper cites GLARE: Low light image enhancement via generative latent feature based codebook retrieval.
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration GLARE: Low light image enhancement via generative latent feature based codebook retrieval
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:56:36.380644Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Pith citing papers
No inbound Pith citation observations are available.