Paper Citation Record · LEDGER

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement

As of 8 August 2026, this Paper Citation Record lists 83 of 83 outbound references and 3 inbound Pith citation observations for arXiv:2507.06814.

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

pith.paper-citation-record.v1
2507.06814 v1

Coverage vector

measured 83 of 83 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:01:42.785119Z

measured 86 of 86 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-13T11:16:55.323287Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T22:54:01.117074Z

Reference resolution

83 of 83 outbound references displayed

verified exact1
verified fuzzy50
unresolved32
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 85666f91-fffc-4b3a-a427-b64a6d1a8287 · outbound

This paper cites Low-light image and video enhancement using deep learning: A sur- vey,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Low-light image and video enhancement using deep learning: A sur- vey,

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1af2366-b072-4275-8895-dc19eddfd782 · outbound

This paper cites Snr-aware low-light image enhancement,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Snr-aware low-light image enhancement,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.537860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61c5f9a6-7df9-4198-b3d3-6579b5801bac · outbound

This paper cites Low-light image enhancement via structure modeling and guidance,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Low-light image enhancement via structure modeling and guidance,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.541325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fedfcac-4e0d-4aba-9edc-e62f71111243 · outbound

This paper cites Kindling the darkness: A practical low-light image enhancer,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Kindling the darkness: A practical low-light image enhancer,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.544943Z

Source-reported events for the cited work

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Observation 487cc16a-836a-45fa-9906-e1742cbee0b3 · outbound

This paper cites Enlightengan: Deep light enhancement without paired supervision,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Enlightengan: Deep light enhancement without paired supervision,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:44.708946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3b05e847-6682-4305-854a-6012e7a44ec2 · outbound

This paper cites Zero-reference deep curve estimation for low-light image enhance- ment,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Zero-reference deep curve estimation for low-light image enhance- ment,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:44.699077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 15b08d97-f3d5-4f03-80cd-1316c58cf882 · outbound

This paper cites Glare: Low light image enhancement via generative latent feature based codebook retrieval,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Glare: Low light image enhancement via generative latent feature based codebook retrieval,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:44.688584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8bee66b1-535d-4ddb-a0ce-82dfcc0082f5 · outbound

This paper cites Mpc-net: Multi- prior collaborative network for low-light image enhancement,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Mpc-net: Multi- prior collaborative network for low-light image enhancement,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:44.678988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5d8e89dd-ff6e-44aa-9a86-2c888455c493 · outbound

This paper cites Beyond brightening low-light images,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Beyond brightening low-light images,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:44.669775Z

Source-reported events for the cited work

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Observation ce22cc0e-daf0-48a0-bf94-858405381c90 · outbound

This paper cites Learning to enhance low-light image via zero-reference deep curve estimation,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Learning to enhance low-light image via zero-reference deep curve estimation,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:44.659703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 38cf51bf-d84a-4486-987c-424dd0c93978 · outbound

This paper cites Inter- pretable optimization-inspired unfolding network for low-light image enhancement,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Inter- pretable optimization-inspired unfolding network for low-light image enhancement,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.567419Z

Source-reported events for the cited work

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Observation 6bad2ace-884a-467d-8937-edca7f04db60 · outbound

This paper cites HVI: A New Color Space for Low-light Image Enhancement.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement HVI: A New Color Space for Low-light Image Enhancement

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.570844Z

Source-reported events for the cited work

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Observation 61e3e714-7b44-4c7c-93c2-ba6ddbeccbd6 · outbound

This paper cites Gevers, A.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Gevers, A

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:44.644181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e2c6a537-84ba-440e-a919-d325bae94ee6 · outbound

This paper cites Rethinking RGB color representation for image restoration models,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Rethinking RGB color representation for image restoration models,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:44.635160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2fe2d126-aea4-46b0-8687-72b50f727513 · outbound

This paper cites Retinex- former: One-stage retinex-based transformer for low-light image en- hancement,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Retinex- former: One-stage retinex-based transformer for low-light image en- hancement,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:44.626186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6b23ea9c-a254-4f56-9718-693536296729 · outbound

This paper cites Low illumination video image enhancement,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Low illumination video image enhancement,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:44.616948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 68a9f0a4-302b-4983-8a81-b1df8ec5a2d1 · outbound

This paper cites A low-light image enhancement method based on hsv space,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement A low-light image enhancement method based on hsv space,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:44.608517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d69e7389-b51b-41d2-b807-2541cf02bfc7 · outbound

This paper cites Better than reference in low-light image enhancement: Conditional re-enhancement network,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Better than reference in low-light image enhancement: Conditional re-enhancement network,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:44.599833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7531602a-9daa-4d49-a243-e7050d544c25 · outbound

This paper cites Zero-reference low-light enhance- ment via physical quadruple priors,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Zero-reference low-light enhance- ment via physical quadruple priors,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:44.590341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 268d67be-c773-4a60-8114-80f9918c780c · outbound

This paper cites Region- based unsupervised low-light image enhancement in the wild with explicit domain supervision,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Region- based unsupervised low-light image enhancement in the wild with explicit domain supervision,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:44.581405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 92024269-8417-42eb-bc68-3170e33fa395 · outbound

This paper cites Learning semantic-aware knowledge guidance for low-light image en- hancement,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Learning semantic-aware knowledge guidance for low-light image en- hancement,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:44.572125Z

Source-reported events for the cited work

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Observation 29757871-5ae6-40ea-9867-58c8ecb047fa · outbound

This paper cites an unresolved cited work.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Unresolved cited work

Reference 23

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Source-reported events for the cited work

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Observation 3cbb2a9b-9dd6-47d2-a067-3031f2d0ca72 · outbound

This paper cites Low-light image enhancement via breaking down the darkness,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Low-light image enhancement via breaking down the darkness,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.607363Z

Source-reported events for the cited work

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Observation 776b36a7-11dd-45d9-9f33-22ba85c7f7b9 · outbound

This paper cites Lyt-net: Lightweight yuv transformer-based network for low-light image enhancement,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Lyt-net: Lightweight yuv transformer-based network for low-light image enhancement,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.421382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6b899b43-4210-4732-bb2b-6666767f5eec · outbound

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

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Deep Retinex Decomposition for Low-Light Enhancement

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.612915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c005229d-bb20-4dbb-b24d-9985c3ffde9c · outbound

This paper cites Uretinex- net: Retinex-based deep unfolding network for low-light image enhance- ment,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Uretinex- net: Retinex-based deep unfolding network for low-light image enhance- ment,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.412097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 99d38014-c064-4ec1-853e-528ae8de6177 · outbound

This paper cites Unsu- pervised low-light image enhancement with self-paced learning,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Unsu- pervised low-light image enhancement with self-paced learning,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.403281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e4634a0a-c4e7-4d2f-8ed8-706c2079d62b · outbound

This paper cites Naturalness preserved enhancement algorithm for non-uniform illumination images,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Naturalness preserved enhancement algorithm for non-uniform illumination images,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.394111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 049f48bc-4493-45ba-8c49-2494949e551e · outbound

This paper cites A prob- abilistic method for image enhancement with simultaneous illumination and reflectance estimation,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement A prob- abilistic method for image enhancement with simultaneous illumination and reflectance estimation,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.383639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b1e393b5-9773-4044-a8c7-3b44c15d4c62 · outbound

This paper cites Llnet: A deep autoencoder approach to natural low-light image enhancement,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Llnet: A deep autoencoder approach to natural low-light image enhancement,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.372869Z

Source-reported events for the cited work

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Observation f4e832cf-b57a-4a46-a195-17559540a20b · outbound

This paper cites Low-light image enhancement with multi-scale attention and frequency-domain optimization,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Low-light image enhancement with multi-scale attention and frequency-domain optimization,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.363365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1b6cf361-4287-4374-b48c-bc2dff34f753 · outbound

This paper cites Multiscale low-light image enhancement network with illumination constraint,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Multiscale low-light image enhancement network with illumination constraint,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.353998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0f316724-13d9-4eca-a717-069e4338b662 · outbound

This paper cites Low-Light Image Enhancement with Normalizing Flow.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Low-Light Image Enhancement with Normalizing Flow

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:01:42.857070Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8568671c-0a14-4524-969a-8b434f213773 · outbound

This paper cites Flow learning based dual networks for low-light image enhancement,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Flow learning based dual networks for low-light image enhancement,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.344169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8fde2b58-f158-4307-a3f4-ee4605b2ba2b · outbound

This paper cites Residual-unet generative flow model for low- light image enhancement,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Residual-unet generative flow model for low- light image enhancement,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.334400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 31a69f6c-abe5-49a8-841d-b044c30338f6 · outbound

This paper cites Fourllie: Boosting low-light image enhancement by fourier frequency information,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Fourllie: Boosting low-light image enhancement by fourier frequency information,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.644801Z

Source-reported events for the cited work

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Observation 56a2303d-c04c-495b-9b3b-51ff34d1e2f6 · outbound

This paper cites Iterative prompt learning for unsupervised backlit image enhancement,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Iterative prompt learning for unsupervised backlit image enhancement,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.647883Z

Source-reported events for the cited work

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Observation ca50e5be-bcc2-4911-90b6-b1bb2e7f1b8a · outbound

This paper cites Learning transferable visual models from natural language supervision,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Learning transferable visual models from natural language supervision,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.650896Z

Source-reported events for the cited work

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Observation b56a35e0-4476-4cad-8951-a32a813d4bf9 · outbound

This paper cites Deep high-resolution representation learning for visual recognition,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Deep high-resolution representation learning for visual recognition,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.653901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01040af2-6f45-4203-bdd4-ecae85ad69c7 · outbound

This paper cites Denoising diffusion probabilistic models,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Denoising diffusion probabilistic models,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.299318Z

Source-reported events for the cited work

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Observation efcf4eb9-8f95-4aab-abdc-5efc96cde254 · outbound

This paper cites Lightendiffusion: Unsupervised low-light image enhancement with latent-retinex diffusion models,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Lightendiffusion: Unsupervised low-light image enhancement with latent-retinex diffusion models,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.659795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba5386a6-0062-44eb-afa4-581fc7fce139 · outbound

This paper cites Diff-retinex: Rethinking low-light image enhancement with a generative diffusion model,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Diff-retinex: Rethinking low-light image enhancement with a generative diffusion model,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.283293Z

Source-reported events for the cited work

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Observation f131df7b-6d89-4f9c-a049-a464acb9af9a · outbound

This paper cites Pyramid Diffusion Models For Low-light Image Enhancement.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Pyramid Diffusion Models For Low-light Image Enhancement

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.665822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1a9e610-89fb-4bac-9b00-6be534f994c1 · outbound

This paper cites Anligh- tendiff: Anchoring diffusion probabilistic model on low light image enhancement,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Anligh- tendiff: Anchoring diffusion probabilistic model on low light image enhancement,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.273355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ad7bc9d5-f5d8-4e73-a245-c52bfb25c2e0 · outbound

This paper cites Multi-domain multi-scale diffusion model for low-light image enhancement,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Multi-domain multi-scale diffusion model for low-light image enhancement,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.264128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 26e008cc-7085-48d9-a8b7-e83a439a2c68 · outbound

This paper cites Low-light image enhancement with wavelet-based diffusion models,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Low-light image enhancement with wavelet-based diffusion models,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.255070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 386ee6f5-e778-4121-a3aa-a8736e22ba81 · outbound

This paper cites Scaling up visual and vision-language representation learning with noisy text supervision,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Scaling up visual and vision-language representation learning with noisy text supervision,

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.679081Z

Source-reported events for the cited work

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Observation 811e7bd3-9b30-46a5-8d14-9f3f92718a7a · outbound

This paper cites Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation,

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.682089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5b0aab4-b236-4c82-a84c-8ec082fe05ff · outbound

This paper cites LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.685028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25736ab3-a5c3-4609-9e84-6192dde0e1a6 · outbound

This paper cites A hard-to- beat baseline for training-free clip-based adaptation,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement A hard-to- beat baseline for training-free clip-based adaptation,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.232769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 854f652b-d11a-4c30-a5fc-3593b1fb4305 · outbound

This paper cites Zegclip: Towards adapting clip for zero-shot semantic segmentation,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Zegclip: Towards adapting clip for zero-shot semantic segmentation,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.221854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3555b8e4-cab5-4cdd-88ae-b7074c6e7dc8 · outbound

This paper cites Improving zero-shot generalization for clip with synthesized prompts,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Improving zero-shot generalization for clip with synthesized prompts,

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.212299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2c657168-e6d9-46fc-914b-1f1fe3e91c3e · outbound

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

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Controlling Vision-Language Models for Multi-Task Image Restoration

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.697231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7de5429-d455-4daa-a5ab-b17f6b2d3392 · outbound

This paper cites Learning a simple low-light image enhancer from paired low-light instances,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Learning a simple low-light image enhancer from paired low-light instances,

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.202430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bfc2c970-cbc6-45d6-8874-d5613d8b98bc · outbound

This paper cites The retinex theory of color vision,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement The retinex theory of color vision,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.192535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 98547602-745c-45c6-bc21-cd731440cd10 · outbound

This paper cites Using color to separate reflection components,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Using color to separate reflection components,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.183076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 75c51cfb-003d-4ca9-ba86-052168637b87 · outbound

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

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Swin transformer: Hierarchical vision transformer using shifted windows,

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.708033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ada31de6-e2bf-4f31-ad6f-670cf25ea931 · outbound

This paper cites Camixersr: Only details need more.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Camixersr: Only details need more

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.710802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7809e476-557d-4d51-a1c3-95900e214902 · outbound

This paper cites Lyt- net: Lightweight yuv transformer-based network for low-light image enhancement,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Lyt- net: Lightweight yuv transformer-based network for low-light image enhancement,

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.160316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 13906290-4658-4f09-bdd1-d06a48236683 · outbound

This paper cites Ultra-high- definition low-light image enhancement: A benchmark and transformer- based method,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Ultra-high- definition low-light image enhancement: A benchmark and transformer- based method,

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.716350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16d0ce15-90e1-4b56-8b5e-a89a7513a135 · outbound

This paper cites Fast context-based low-light image enhancement via neural implicit repre- sentations,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Fast context-based low-light image enhancement via neural implicit repre- sentations,

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.134890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4225a6ae-f293-48d6-93cd-a72ce4fe32df · outbound

This paper cites Zero-ig: Zero-shot illumination-guided joint denoising and adaptive enhancement for low- light images,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Zero-ig: Zero-shot illumination-guided joint denoising and adaptive enhancement for low- light images,

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.124886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d73d275d-e779-4768-b0c8-e4580c5f847a · outbound

This paper cites Lightendiffusion: Unsupervised low-light image enhancement with latent-retinex diffusion models,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Lightendiffusion: Unsupervised low-light image enhancement with latent-retinex diffusion models,

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.115222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7c91f146-7ca5-4e09-84f9-78a59ab3d1aa · outbound

This paper cites Sparse gradient reg- ularized deep retinex network for robust low-light image enhancement,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Sparse gradient reg- ularized deep retinex network for robust low-light image enhancement,

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.729849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7525afa6-0cf6-4384-84fa-3d7abb942a42 · outbound

This paper cites Contrast enhancement based on layered difference representation of 2d histograms,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Contrast enhancement based on layered difference representation of 2d histograms,

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.732450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e03ee5d7-7770-4cce-8b38-a88f5ebe08d4 · outbound

This paper cites Lime: Low-light image enhancement via illumination map estimation,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Lime: Low-light image enhancement via illumination map estimation,

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.735860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 918e9ba2-8e90-42a9-b5cd-9bb37750a5fc · outbound

This paper cites Perceptual quality assessment for multi-exposure image fusion,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Perceptual quality assessment for multi-exposure image fusion,

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.738472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf0f96f1-2874-4175-86ce-ef478e060170 · outbound

This paper cites Naturalness preserved enhancement algorithm for non-uniform illumination images,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Naturalness preserved enhancement algorithm for non-uniform illumination images,

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.081150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7d915f32-a223-4fa0-ab7e-391fdbc0228c · outbound

This paper cites On the evaluation of illumination compensation algorithms,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement On the evaluation of illumination compensation algorithms,

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.071471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b126afe7-7afc-4885-baf8-d08bef67976e · outbound

This paper cites Learning a deep single image contrast enhancer from multi-exposure images,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Learning a deep single image contrast enhancer from multi-exposure images,

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.748026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8b1b324-29c6-4a6b-b7ba-9c07930875df · outbound

This paper cites Low-Light Image and Video Enhancement: A Comprehensive Survey and Beyond.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Low-Light Image and Video Enhancement: A Comprehensive Survey and Beyond

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.751169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bcaad0e-9dee-4646-b159-314448be2966 · outbound

This paper cites Learning to see in the dark,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Learning to see in the dark,

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.055774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fdba528d-8a72-4d0c-a10e-e04f82d6fe6e · outbound

This paper cites Adam: A method for stochastic optimization,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Adam: A method for stochastic optimization,

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.756926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e152b1c-0a97-4fa2-934a-e4da7081b969 · outbound

This paper cites Sgdr: Stochastic gradient descent with warm restarts,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Sgdr: Stochastic gradient descent with warm restarts,

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.039261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ccac2af8-b079-4643-b010-769b6f717fc8 · outbound

This paper cites Image quality assess- ment: from error visibility to structural similarity,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Image quality assess- ment: from error visibility to structural similarity,

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.762470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation feaf0bb6-2f5d-49f1-9cbe-3909874506ba · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement The unreasonable effectiveness of deep features as a perceptual metric,

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.764977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25e6686d-8c77-480a-a973-dc157c8ee591 · outbound

This paper cites Imagenet classification with deep convolutional neural networks,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Imagenet classification with deep convolutional neural networks,

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.013537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 03529a41-2bdb-43e8-9775-0d0b60bf6096 · outbound

This paper cites No-reference image quality assessment in the spatial domain,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement No-reference image quality assessment in the spatial domain,

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:42.771176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8b4cb1b-3763-4abb-a21c-738558439ae2 · outbound

This paper cites Making a “completely blind.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Making a “completely blind

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:42.994803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cbf2a1ba-9342-4b05-9700-89bb28046fb2 · outbound

This paper cites Lednet: Joint low-light enhancement and deblurring in the dark,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Lednet: Joint low-light enhancement and deblurring in the dark,

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:42.984505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation eed43597-8b34-4eb8-9a40-e9496b46bdb3 · outbound

This paper cites Global structure- aware diffusion process for low-light image enhancement,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Global structure- aware diffusion process for low-light image enhancement,

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:43.144444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 081d71dd-cf4f-48c5-8081-cf48c6b853ab · outbound

This paper cites Difflight: Integrating content and detail for low-light image enhancement,.

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Difflight: Integrating content and detail for low-light image enhancement,

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:42.974110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation eb02e3e5-a88c-41bf-8c06-9e3317e219c4 · outbound

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

HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement Retinex- inspired unrolling with cooperative prior architecture search for low- light image enhancement,

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:01:42.964547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation 6dc6c741-9036-4e93-9c6a-a16479c23266 · inbound

Rethinking Exposure Correction for Spatially Non-uniform Degradation cites this paper.

Rethinking Exposure Correction for Spatially Non-uniform Degradation HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-13T16:53:00.043004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4b62553b-87d0-4cf9-83eb-362a26fcce40 · inbound

Learning Dexterous Grasping from Sparse Taxonomy Guidance cites this paper.

Learning Dexterous Grasping from Sparse Taxonomy Guidance HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement

Reference 46

Resolution: unresolved; no resolver link, observed 2026-07-13T11:16:55.323287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59e9efd4-4758-45c5-8db3-1535fba6caec · inbound

SP-MoMamba: Superpixel-driven Mixture of State Space Experts for Efficient Image Super-Resolution cites this paper.

SP-MoMamba: Superpixel-driven Mixture of State Space Experts for Efficient Image Super-Resolution HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement

Reference 76

Resolution: verified exact; arxiv_id, observed 2026-06-29T22:54:01.120250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.