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Paper Citation Record · LEDGER

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design

As of 16 August 2026, this Paper Citation Record lists 73 of 73 outbound references and 1 inbound Pith citation observation for arXiv:2504.14075.

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

pith.paper-citation-record.v1
2504.14075 v1

Coverage vector

measured 73 of 73 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:02:02.453388Z

measured 74 of 74 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T23:22:26.370424Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

73 of 73 outbound references displayed

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  • verified fuzzy55
  • unresolved18
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8dbd3f42-914a-46cb-b66c-29c551c6565c · outbound

This paper cites A dynamic his- togram equalization for image contrast enhancement.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design A dynamic his- togram equalization for image contrast enhancement

Reference 1

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Source-reported events for the cited work

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Observation 0258a6e3-9d33-4747-8180-6100414c2393 · outbound

This paper cites On the impact of illumination-invariant image pre- transformation for contemporary automotive semantic scene understanding.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design On the impact of illumination-invariant image pre- transformation for contemporary automotive semantic scene understanding

Reference 2

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Observation 93ec3eca-b6ff-48dc-9534-099495618bf3 · outbound

This paper cites Ntire 2023 hr non- homogeneous dehazing challenge report.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Ntire 2023 hr non- homogeneous dehazing challenge report

Reference 3

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Observation 44edce21-3d30-4ab1-8cc9-2839141b7b9a · outbound

This paper cites Ntire 2024 dense and non-homogeneous dehazing challenge report.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Ntire 2024 dense and non-homogeneous dehazing challenge report

Reference 4

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Observation d5616a5f-4e2c-41c4-b2f0-39a56242de1b · outbound

This paper cites Degradation-aware unfolding half-shuffle transformer for spectral compressive imaging.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Degradation-aware unfolding half-shuffle transformer for spectral compressive imaging

Reference 5

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Observation e9ead6b5-194c-43ec-8ed9-8a92d8e80357 · outbound

This paper cites Retinexformer: One-stage retinex- based transformer for low-light image enhancement.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Retinexformer: One-stage retinex- based transformer for low-light image enhancement

Reference 6

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Source-reported events for the cited work

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Observation d9eb4322-e95b-484b-9feb-75c91556860c · outbound

This paper cites Pre-trained image processing transformer.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Pre-trained image processing transformer

Reference 7

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Observation e2eb90cf-7a05-4fb6-ae55-c37d9bb0a57d · outbound

This paper cites Deep photo enhancer: Unpaired learning for im- age enhancement from photographs with gans.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Deep photo enhancer: Unpaired learning for im- age enhancement from photographs with gans

Reference 8

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Source-reported events for the cited work

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Observation fa476904-3655-4839-a098-f4ff97b505bc · outbound

This paper cites Swin2sr: Swinv2 transformer for compressed im- age super-resolution and restoration.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Swin2sr: Swinv2 transformer for compressed im- age super-resolution and restoration

Reference 9

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Observation faefc293-bc0e-4876-814c-1354ded24a63 · outbound

This paper cites Aesthetic- driven image enhancement by adversarial learning.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Aesthetic- driven image enhancement by adversarial learning

Reference 10

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Observation 3cb8feb7-6238-4835-8719-8bc771a82d94 · outbound

This paper cites Exemplar guided face image super-resolution without facial landmarks.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Exemplar guided face image super-resolution without facial landmarks

Reference 11

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Source-reported events for the cited work

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Observation 2d5b2978-35e0-4dea-9c00-489777a6a687 · outbound

This paper cites Eye in-painting with exemplar generative adversarial networks.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Eye in-painting with exemplar generative adversarial networks

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 8e375e28-44eb-4b05-8a37-4b67921f6b4f · outbound

This paper cites A new sclera segmen- tation and vessels extraction method for sclera recognition.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design A new sclera segmen- tation and vessels extraction method for sclera recognition

Reference 13

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Source-reported events for the cited work

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Observation b9c98859-7e1f-4802-ac95-f72940b71edc · outbound

This paper cites Shadowrefiner: Towards mask-free shadow removal via fast fourier transformer.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Shadowrefiner: Towards mask-free shadow removal via fast fourier transformer

Reference 14

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 4d8d7252-ca86-4f8f-8460-d8f117fc5ddc · outbound

This paper cites Dehazedct: Towards effective non-homogeneous dehazing via deformable convolutional transformer.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Dehazedct: Towards effective non-homogeneous dehazing via deformable convolutional transformer

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 1b15611b-6f08-4fa7-a4d7-aba7ea968046 · outbound

This paper cites Ecmamba: Consolidating selective state space model with retinex guidance for efficient multiple exposure correc- tion.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Ecmamba: Consolidating selective state space model with retinex guidance for efficient multiple exposure correc- tion

Reference 16

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Observation ea24a1b1-5c8e-42a2-9e75-2ebeb3d41ac8 · outbound

This paper cites Retinex-guided histogram transformer for mask-free shadow removal.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Retinex-guided histogram transformer for mask-free shadow removal

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation d91617d9-f4c6-4edc-831b-df877a82a2ab · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 18

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Source-reported events for the cited work

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Observation 51bbd358-0f3f-400b-aff1-9e2458cfc84b · outbound

This paper cites A probabilistic method for image enhancement with simultaneous illumination and re- flectance estimation.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design A probabilistic method for image enhancement with simultaneous illumination and re- flectance estimation

Reference 19

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Observation be315bcf-71e3-49db-96ef-25f77ea54036 · outbound

This paper cites Color and geometrical structure in images.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Color and geometrical structure in images

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 8813f189-4ec9-4722-a8c6-80524926069c · outbound

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Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Unresolved cited work

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 8329fda8-ac12-40ab-9470-4b6a2085ddcc · outbound

This paper cites Color in computer vision: Fundamentals and applications.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Color in computer vision: Fundamentals and applications

Reference 22

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Source-reported events for the cited work

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Observation ea59085d-3c47-4319-bba6-85bb41ad7710 · outbound

This paper cites Deep bilateral learning for real- time image enhancement.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Deep bilateral learning for real- time image enhancement

Reference 23

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 250040e4-ba70-4e9c-ab2b-fa131abd31f5 · outbound

This paper cites Learning dynamic guid- ance for depth image enhancement.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Learning dynamic guid- ance for depth image enhancement

Reference 24

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Observation 1a73fced-e537-46b0-b649-6d09adc8918a · outbound

This paper cites Lime: Low-light im- age enhancement via illumination map estimation.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Lime: Low-light im- age enhancement via illumination map estimation

Reference 25

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Source-reported events for the cited work

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Observation fa307752-c329-4b8b-83af-63300d9e4a48 · outbound

This paper cites Exposure: A white-box photo post-processing framework.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Exposure: A white-box photo post-processing framework

Reference 26

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation d2469cac-5f34-4602-a1ea-ce896fda498b · outbound

This paper cites Real-time lane-vehicle detection and track- ing system.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Real-time lane-vehicle detection and track- ing system

Reference 27

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation a914e657-8347-49ed-9f25-54808563e81f · outbound

This paper cites Efficient contrast enhancement using adaptive gamma cor- rection with weighting distribution.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Efficient contrast enhancement using adaptive gamma cor- rection with weighting distribution

Reference 28

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 0eb8d80c-b46d-450c-8b8c-42e08e5551ec · outbound

This paper cites Generative adversarial transformers.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Generative adversarial transformers

Reference 29

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 26330384-18fe-4e57-bc9d-7d8363d3a5de · outbound

This paper cites Depth map super-resolution by deep multi-scale guidance.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Depth map super-resolution by deep multi-scale guidance

Reference 30

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation fbcf8f54-95e6-49d8-b42c-b0e0ed261761 · outbound

This paper cites Brightness pre- serving dynamic histogram equalization for image contrast enhancement.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Brightness pre- serving dynamic histogram equalization for image contrast enhancement

Reference 31

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Source-reported events for the cited work

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Observation 3bc7f944-4643-4bbf-bccb-1ced76ec8d90 · outbound

This paper cites Percep- tual losses for real-time style transfer and super-resolution.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Percep- tual losses for real-time style transfer and super-resolution

Reference 32

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Source-reported events for the cited work

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Observation 517abd3b-a42d-4751-8cef-2d7c128fbefb · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Adam: A Method for Stochastic Optimization

Reference 33

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 25d067e4-8a9e-4971-ab92-a17e496280a6 · outbound

This paper cites Fast and accurate image super-resolution with deep laplacian pyramid networks.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Fast and accurate image super-resolution with deep laplacian pyramid networks

Reference 34

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verified fuzzy
raw_fallback, observed 2026-08-16T12:02:03.257386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation d01cb42d-8ae6-4377-ba84-b82265e4a271 · outbound

This paper cites The retinex theory of color vision.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design The retinex theory of color vision

Reference 35

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:02:02.267895Z digest=sha256:773c65c1810d74a81c4e7a2a8dbc5595a9d33946a2256792e35b4e9bdee833e8

Observation f4a535f8-157d-4ec6-815f-4daf8643af23 · outbound

This paper cites Zero-shot day-night domain adaptation with a physics prior.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Zero-shot day-night domain adaptation with a physics prior

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:02:03.230186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T12:02:02.272931Z digest=sha256:90cbe7f8866495d26c283d9e11cbef0e908047893e107bfdec253fa9e2f74b38

Observation cddf91cd-712e-46f0-b913-4e0ca594f4ec · outbound

This paper cites Structure-revealing low-light image en- hancement via robust retinex model.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Structure-revealing low-light image en- hancement via robust retinex model

Reference 37

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T12:02:02.278229Z digest=sha256:034b5a985e60d7e612e84503d6cf5c120b1384dad2d93aed23bbfdaceddd730c

Observation a267cec8-86d5-406a-b67e-d23db161df59 · outbound

This paper cites Learning warped guidance for blind face restoration.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Learning warped guidance for blind face restoration

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-16T12:02:02.282822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:02:02.282822Z digest=sha256:f36a0c8a58ba33ee63e71299787e24eca2ffafc629be1f71b4208672a98f0b11

Observation da376d71-9167-4594-bf48-7a59659095d4 · outbound

This paper cites Enhanced blind face restoration with multi-exemplar images and adaptive spatial feature fusion.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Enhanced blind face restoration with multi-exemplar images and adaptive spatial feature fusion

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:02:03.064367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T12:02:02.287689Z digest=sha256:587068df3f27984eeddf073d1e9b56ed45df98da7ccff23d4b624085470dca94

Observation a93fd4bf-a51a-4f8c-bb42-0350826af0c3 · outbound

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

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design NTIRE 2025 challenge on day and night raindrop removal for dual-focused images: Methods and results

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:02:03.047040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T12:02:02.292644Z digest=sha256:bd82aa9d46b72e9d97a3f529279db9d8067380b2160d5bde030804aa98209101

Observation f94a2fd7-64f8-45cb-895e-0c76b0c2fda1 · outbound

This paper cites Deep joint image filtering.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Deep joint image filtering

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:02:03.029876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T12:02:02.297623Z digest=sha256:13cd220d4d68bc928d4f41f66bf4fa2541955a319dc3bd97232c1378125cd708

Observation 8098cfab-8942-4ecd-bf8b-56c3c5f09096 · outbound

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

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Swinir: Image restoration us- ing swin transformer

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-16T12:02:02.302512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:02:02.302512Z digest=sha256:ea17f487effff4d8f0f298a6b4a2a70ed1fffd1169a41fd78d8cb5b22e57aa8d

Observation 9a7a1840-4451-42e7-b3df-3b251e981ba6 · outbound

This paper cites Ntire 2024 challenge on low light im- age enhancement: Methods and results.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Ntire 2024 challenge on low light im- age enhancement: Methods and results

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:02:03.000433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T12:02:02.307315Z digest=sha256:54126a0b6a9719d96985f76d9bd4135494cf5070f8d7e56dc483bcedbea6df87

Observation 8e89ab56-e482-4fb3-982c-42a5942b6676 · outbound

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

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Ntire 2025 challenge on low light image enhancement: Methods and results

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:02:02.984318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T12:02:02.312350Z digest=sha256:43921d9e9d6527ddb5923dcec8aabae173ba1c6494e6f8b1bbc84821ff110e1b

Observation c31af4b2-ec90-4d78-a3ca-19cd4deff18c · outbound

This paper cites Swin transformer v2: Scaling up capacity and resolution.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Swin transformer v2: Scaling up capacity and resolution

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-16T12:02:02.318005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:02:02.318005Z digest=sha256:f8c98b12fe268119dc84823d312995dbf7b7a9acbc0ab9e9fff11513cf5a7b26

Observation eaea900a-1874-4b1a-a207-f26c2fb1a720 · outbound

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

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Ll- net: A deep autoencoder approach to natural low-light image enhancement

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-16T12:02:02.322617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:02:02.322617Z digest=sha256:e2e13c93125313d9d09f1147043e45cf9d6f032901ab87237e02cdb72992cec1

Observation c25dec0a-f104-418c-ae7f-ed7a6b416722 · outbound

This paper cites SGDR: Stochastic Gradient Descent with Warm Restarts.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design SGDR: Stochastic Gradient Descent with Warm Restarts

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-16T12:02:02.328101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:02:02.328101Z digest=sha256:62fc39939749eca7bbc3ca082bb854db9f157f182fe5a36bbef362ea8c51a0a8

Observation cdea8b8b-605c-46ff-96d8-23ef61c18bb8 · outbound

This paper cites Edgeconnect: Structure guided im- age inpainting using edge prediction.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Edgeconnect: Structure guided im- age inpainting using edge prediction

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:02:02.946900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T12:02:02.333341Z digest=sha256:b9886696cfdbdcb6746c036f26b183dfb79e6abf75e4ec781615ca61ed0920ac

Observation 7d923bc6-b12d-4b9b-ad1d-1dfc6fd11c28 · outbound

This paper cites De- blurring face images with exemplars.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design De- blurring face images with exemplars

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:02:02.931479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T12:02:02.337947Z digest=sha256:a4273ef4df9ffa99c1525bb374765cb0fb3f271336796aef597b6f6d85dacbc2

Observation 6cfb22c1-740d-42f1-8f51-e161a72b73ec · outbound

This paper cites Low-light image enhancement using variational optimization-based retinex model.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Low-light image enhancement using variational optimization-based retinex model

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:02:02.916333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T12:02:02.342639Z digest=sha256:2afbd77d3b79e755b74b3d1058d699fa70425977c82c8c1c994005bb99c4eb21

Observation 70ab63eb-f1ce-4fea-833c-741a98299194 · outbound

This paper cites An adaptive gamma correction for image enhancement.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design An adaptive gamma correction for image enhancement

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:02:02.900431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T12:02:02.347131Z digest=sha256:54b1188eda704a7108e7ae5d2adb07dc7a1112d5a5823265a4ccf568ba2a001e

Observation 2530e8f6-32a6-4189-83ed-1410e53264e9 · outbound

This paper cites Structureflow: Image inpainting via structure-aware appearance flow.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Structureflow: Image inpainting via structure-aware appearance flow

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:02:02.884629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T12:02:02.352146Z digest=sha256:bc489897f61aa553833483767da9d9ed8eeb2e0f449b632773332466feaac93b

Observation 33097977-007e-4123-81a9-bc110ca316cc · outbound

This paper cites Using color to separate reflection compo- nents.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Using color to separate reflection compo- nents

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:02:02.869071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T12:02:02.356831Z digest=sha256:4541efdaa0574b52f23cda30810bd1a1cdaf2286cb91438637f1a2ac77e853e1

Observation 2aadaee2-b9d8-41f2-ae4f-3ea9efca8545 · outbound

This paper cites Ntire 2024 im- age shadow removal challenge report.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Ntire 2024 im- age shadow removal challenge report

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:02:02.853602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T12:02:02.361970Z digest=sha256:e23e9d4f7d69265f58fa2c6a498de55d5c7200d6e925138f39d0ebd0f248da22

Observation 5367738a-8109-4303-8bda-48d5095c9bc2 · outbound

This paper cites NTIRE 2025 image shadow removal challenge report.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design NTIRE 2025 image shadow removal challenge report

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:02:02.836863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T12:02:02.366881Z digest=sha256:a1636b5b9a74e4d715f5b2d64ac7e0a67b10a17cfc326bd6284439915cecdf1c

Observation 5fcb5eb8-526e-4d47-822c-5d8bfde28f5c · outbound

This paper cites Nat- uralness preserved enhancement algorithm for non-uniform illumination images.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Nat- uralness preserved enhancement algorithm for non-uniform illumination images

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:02:02.820763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T12:02:02.371547Z digest=sha256:67e9a3edefabca4c36a5c59ee828b992cb3db5d25ba0249dc6360c3d15055148

Observation 66ecf807-899b-4917-9487-9081ba0758c6 · outbound

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

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Low-Light Image Enhancement with Normalizing Flow

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-16T12:02:02.376528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:02:02.376528Z digest=sha256:b1529303f3f32b876ebc7b94a798fd951f4291f2249d1cdc1adec003182aceea

Observation 6b251f11-3511-4219-bbb6-87901e9513fa · outbound

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

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Deep Retinex Decomposition for Low-Light Enhancement

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-16T12:02:02.381981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:02:02.381981Z digest=sha256:757eb19c87aa2b9b0d015f432ea63c7b5c804074c8801a14363637113fb2e1c1

Observation f11abb77-4da7-4e66-b6ca-b64cfb3ffc1f · outbound

This paper cites Sclera recognition based on efficient sclera segmentation and significant vessel matching.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Sclera recognition based on efficient sclera segmentation and significant vessel matching

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:02:02.804430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T12:02:02.387088Z digest=sha256:3e0fb4e8e018860ccab9a1b84f511e5651d958ace87b20826bf77c18be893f9b

Observation 8cf455b0-15fe-45b2-b328-7e0715c3ebb3 · outbound

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

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Snr-aware low-light image enhancement

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:02:02.788645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T12:02:02.392265Z digest=sha256:9b9aefbbcfaf291a876569c7c7b614d0a9eaabefd70affb76c1d386f26808912

Observation c30896a5-7cdb-4696-b0c4-16fc2e027ed7 · outbound

This paper cites Automatic photo adjustment using deep neu- ral networks.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Automatic photo adjustment using deep neu- ral networks

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:02:02.772618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T12:02:02.397147Z digest=sha256:b11992a41b648bba24361b5b0fae3da036f280ba26a9506a8fdcffbdf8ce3a6b

Observation c8e86ed5-bd77-4bd4-9ecc-96df908d86d6 · outbound

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

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design NTIRE 2025 challenge on single image reflection removal in the wild: Datasets, methods and results

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:02:02.756493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T12:02:02.401686Z digest=sha256:deaa8ac0801be4371e2214862da246ee7ff866bcecab87dc59be99d497bbb7b5

Observation 90d0e25f-24cd-476a-b497-f0841e7363a1 · outbound

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

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Sparse gradient regularized deep retinex network for robust low-light image enhancement

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:02:02.740111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T12:02:02.406204Z digest=sha256:9b1931d75775fe377ffaf284d0351f0506bfc19bb6830533386e3efaec4baf07

Observation 27c0dd84-de9d-4bc5-9f8c-5326adee6aeb · outbound

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

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Sparse gradient regularized deep retinex network for robust low-light image enhancement

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:02:02.724097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T12:02:02.411047Z digest=sha256:9088c2b93d1009aefaf0926659a7a5efaaa0d39a174db66d2735ee3c8c4bb1ae

Observation f0b70cec-1266-4fb2-9325-7dfec1444a2c · outbound

This paper cites Towards efficient and scale-robust ultra- high-definition image demoir ´eing.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Towards efficient and scale-robust ultra- high-definition image demoir ´eing

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:02:02.707839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T12:02:02.416199Z digest=sha256:893a6ad110cadf6874a109adebbe2f303193eea2bcdbde43613757e090a7f1a1

Observation 6ec35e68-f4e5-4e38-b9bb-5383c2df3b4e · outbound

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

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Learning enriched features for real image restoration and enhancement

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:02:02.691052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T12:02:02.420947Z digest=sha256:46a73b6c376dda8f31e8a62c25cca78a480f744d3bd0c2944978f4f97c25c63b

Observation 73402ca3-cf94-4e4e-9c95-b69c36152889 · outbound

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

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Restormer: Efficient transformer for high-resolution image restoration

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:02:02.674206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T12:02:02.425660Z digest=sha256:655abf6ffb506dd686f21c89942bb9b69d63dfe62add63b7f37f4b0fd79ec2f9

Observation e7a622f1-bb43-4a4a-b3c0-2021a7f29b02 · outbound

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

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Restormer: Efficient transformer for high-resolution image restoration

Reference 68

Resolution
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no resolver link, observed 2026-08-16T12:02:02.430444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:02:02.430444Z digest=sha256:8c0e71f891135680068a1773c7d15358447060b5010b5f2b6b2688055c6b17fd

Observation 4146b343-43f2-405b-821d-46b354596e87 · outbound

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

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Kindling the darkness: A practical low-light image enhancer

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:02:02.646536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 743ace90-1870-419b-91a2-5625ba3dabe6 · outbound

This paper cites Breaking through the haze: An advanced non-homogeneous dehazing method based on fast fourier convolution and convnext.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Breaking through the haze: An advanced non-homogeneous dehazing method based on fast fourier convolution and convnext

Reference 70

Resolution
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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 4f89fb94-1bc5-4331-8406-bd0d99261485 · outbound

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

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Glare: Low light image enhancement via generative latent feature based codebook retrieval

Reference 71

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 8deaef09-6fed-4002-bdb7-1c3b4aee8eec · outbound

This paper cites Low-Light Image Enhancement via Generative Perceptual Priors.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Low-Light Image Enhancement via Generative Perceptual Priors

Reference 72

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 002842c7-7c8f-4e79-bea6-462b12568328 · outbound

This paper cites LITA-GS: Illumination-Agnostic Novel View Synthesis via Reference-Free 3D Gaussian Splatting and Physical Priors.

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design LITA-GS: Illumination-Agnostic Novel View Synthesis via Reference-Free 3D Gaussian Splatting and Physical Priors

Reference 73

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Pith citing papers

Observation a5609023-0a94-4e85-8b5a-9c488a41857e · inbound

Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform cites this paper.

Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design

Reference 53

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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