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Paper Citation Record · LEDGER

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement

As of 16 August 2026, this Paper Citation Record lists 95 of 95 outbound references and 0 inbound Pith citation observations for arXiv:2506.18323.

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

pith.paper-citation-record.v1
2506.18323 v1

Coverage vector

measured 95 of 95 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:56:25.085997Z

measured 95 of 95 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

95 of 95 outbound references displayed

  • verified exact3
  • verified fuzzy45
  • unresolved46
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8ac37e92-3195-4165-b407-0ee9a6461e54 · outbound

This paper cites an unresolved cited work.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Unresolved cited work

Reference 1

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unresolved
no resolver link, observed 2026-08-15T18:56:24.386170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:24.386170Z digest=sha256:697385d1901a694bcccb44eb211a549a70c0e9b77c79fb38a04a96f5217bb0eb

Observation 44d22ebc-9e3e-4356-9355-ae8682a15e29 · outbound

This paper cites & Asif, S.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Asif, S

Reference 2

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unresolved
no resolver link, observed 2026-08-15T18:56:24.394106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:24.394106Z digest=sha256:5d9b79c266298f9177c15aaeaa6165e7b54fda326a685b35c6ba86a3bf600ef1

Observation 6582a721-78c4-46d2-9139-9670aabb8044 · outbound

This paper cites an unresolved cited work.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Unresolved cited work

Reference 4

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no resolver link, observed 2026-08-15T18:56:24.406715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:24.406715Z digest=sha256:96b903ffeea5d2ab1d7b3e03096ee661e14eabae76902b28c1b3d385be522b09

Observation aef26966-8d13-454b-a3b0-ffbbe349f659 · outbound

This paper cites an unresolved cited work.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Unresolved cited work

Reference 5

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unresolved
no resolver link, observed 2026-08-15T18:56:24.413515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:24.413515Z digest=sha256:c46b8776c9623287a7bd4b28dc04167c691fa25ecb141232add90f0afa11e7f9

Observation 752df42a-4035-4f78-8520-90da86ee42bf · outbound

This paper cites an unresolved cited work.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Unresolved cited work

Reference 6

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unresolved
no resolver link, observed 2026-08-15T18:56:24.421318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:24.421318Z digest=sha256:7b14b16c12a783d3f812d44f3055e22aeaff6c04c4085e945c4bd3243285b2c5

Observation 514c6795-2b71-491a-a47a-a6db592561a6 · outbound

This paper cites an unresolved cited work.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Unresolved cited work

Reference 7

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unresolved
no resolver link, observed 2026-08-15T18:56:24.429598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:24.429598Z digest=sha256:65c9629d302c7e232be49b6686f6dd7fae00f2dfe71043ac095b6dceda016341

Observation 0dc92baa-8096-4512-9b77-acdbabab7d05 · outbound

This paper cites & Asif, H.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Asif, H

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-15T18:56:24.436573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:24.436573Z digest=sha256:ad4486e447db8c0041405c4ab6a3d6eb0b3f34cc13ff93ee1f3af5757ffecd11

Observation 809b2401-79d2-4e36-8b39-a0a2a2c9ad90 · outbound

This paper cites an unresolved cited work.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Unresolved cited work

Reference 11

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unresolved
no resolver link, observed 2026-08-15T18:56:24.456678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:24.456678Z digest=sha256:f52590740c8b98dfa148b8d76f4666629283ad3a3b5a98e828237495e22bae1d

Observation 2ad8ed0d-5716-49ad-b248-f0799057acb1 · outbound

This paper cites an unresolved cited work.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Unresolved cited work

Reference 12

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unresolved
no resolver link, observed 2026-08-15T18:56:24.463388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:24.463388Z digest=sha256:52db09edc48b99552004e855dc7d83ef469d95a263cf7d18054f32e07bb1f7ab

Observation b9cc0ebc-dccb-4127-b609-80d8ade0482e · outbound

This paper cites an unresolved cited work.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Unresolved cited work

Reference 13

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unresolved
no resolver link, observed 2026-08-15T18:56:24.473356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:24.473356Z digest=sha256:9d531943594d8f6d9e82677e4d791268fe211246426fee4ec8ca10b08ac92097

Observation cc68e12a-3ca0-447d-a034-0e067ce14bf5 · outbound

This paper cites & GAO, X.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & GAO, X

Reference 14

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unresolved
no resolver link, observed 2026-08-15T18:56:24.481314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:24.481314Z digest=sha256:65d5ec0406bc64c1f69bd0e978e02e3157ddef3c4e4ba5b89136c073b13cede8

Observation a8c96223-e44c-43f4-a4b2-00fbbf17dfde · outbound

This paper cites & Kshirsagar, A.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Kshirsagar, A

Reference 15

Resolution
verified exact
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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 4dceae95-5ddd-4ec7-ad89-d8f3ecea75e5 · outbound

This paper cites H., Dewan, M.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement H., Dewan, M

Reference 16

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unresolved
no resolver link, observed 2026-08-15T18:56:24.496420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ab4c9233-74a8-4b55-b034-62605d73c70a · outbound

This paper cites & Arshad, S.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Arshad, S

Reference 17

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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.

source=pdf_text observed=2026-08-15T18:56:24.504780Z digest=sha256:ec3176613ea15772fcc1a873ea7ba7150de00c435892c48de27318d46799ce42

Observation e6f5db9b-fde2-449f-91c2-43ec2f0ae411 · outbound

This paper cites an unresolved cited work.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Unresolved cited work

Reference 18

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unresolved
raw_fallback, observed 2026-08-15T18:56:27.593622Z

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=2026-08-15T18:56:24.510465Z digest=sha256:dcfffcf54e9de059a3d7adcf9710f1ccd349dad97c620301f048e99e1e536f16

Observation cecba8fd-cbee-456a-9e38-4ff8a8afb44a · outbound

This paper cites & Kong, N.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Kong, N

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:27.572112Z

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=2026-08-15T18:56:24.516256Z digest=sha256:c7dddc8f026580b3eb20573fb388a9b3e535d3a96b52755e22e769f58a57095c

Observation 43260aa2-637e-479b-aa73-4303ac62bffa · outbound

This paper cites & Haibin, G.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Haibin, G

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:27.550070Z

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=2026-08-15T18:56:24.523092Z digest=sha256:4ed27f314a021aa24cf0d32a08fb4f5b48d499189dd22ea6594db003257f7053

Observation 18ea4a39-9e95-408e-8266-b5bb68d69902 · outbound

This paper cites A linear programming approach for optimal contrast-tone mapping.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement A linear programming approach for optimal contrast-tone mapping

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:27.527363Z

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=2026-08-15T18:56:24.530292Z digest=sha256:2057bddff2b17b0ca489e095dbd8ab653dd3cbbf560e322881ce30cf03435831

Observation ae2e54ba-ce85-4d9e-93e3-0d1e75de12be · outbound

This paper cites & Allebach, J.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Allebach, J

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:27.504299Z

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=2026-08-15T18:56:24.536544Z digest=sha256:299c23503b54a3bab75b878e611df4bfa9fde86604d074a6593c854ca2bf99b4

Observation aa563762-19f4-4528-86c5-95a7a0b0bf24 · outbound

This paper cites & Lee, S.-L.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Lee, S.-L

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:27.484211Z

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 211f4d24-5c20-4613-961c-5cbb5b5608d8 · outbound

This paper cites & Sugita, Y.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Sugita, Y

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:27.457742Z

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=2026-08-15T18:56:24.554230Z digest=sha256:5a98bcdaffe275d60a7d9f61ba92d40c29809c8084d4172ba19fe08168e9e0cf

Observation 46f1f29d-b5cf-4002-855a-38e5b687c1d1 · outbound

This paper cites & Luo, H.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Luo, H

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:27.435072Z

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=2026-08-15T18:56:24.560024Z digest=sha256:f1b0d5d4eb34b2aa354604097d804cca2353e3ac16ad0c4c53110cc1bd83ce5d

Observation 8fc79fc4-ba1d-4935-bfd6-d3fb8961dd48 · outbound

This paper cites & Chang, F.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Chang, F

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:27.405011Z

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 351f53a1-195d-4c64-90f7-842e4c0a4721 · outbound

This paper cites an unresolved cited work.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Unresolved cited work

Reference 27

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unresolved
raw_fallback, observed 2026-08-15T18:56:27.382120Z

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 003cc253-332d-4b19-9a2e-647c7b59bd2e · outbound

This paper cites Fast algorithm of image enhancement based on multi-scale retinex.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Fast algorithm of image enhancement based on multi-scale retinex

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:27.360171Z

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=2026-08-15T18:56:24.576183Z digest=sha256:1c1d1713833c85d4cee1328233b2e2fbf2f5613da3479229ec1666f5f02618d3

Observation 593fd611-cfe5-4b4e-afa9-6ab92788c12d · outbound

This paper cites & Zhang, H.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Zhang, H

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:27.337124Z

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=2026-08-15T18:56:24.582210Z digest=sha256:c7ed21fd2f2c45542766d810ed0df1bf09e93220bf9c7f990b80239c073be2f0

Observation 4c31931a-0455-48fa-ae35-1413fdc13d5a · outbound

This paper cites & Tang, B.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Tang, B

Reference 30

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 1af9762a-2535-469a-8baf-df7c461b504e · outbound

This paper cites & Xiong, C.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Xiong, C

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:27.284205Z

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 2ed5c74f-024e-4b17-8fd6-c4eec9cbdde5 · outbound

This paper cites an unresolved cited work.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:56:27.253337Z

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 3400909d-b389-473a-9d6f-3cac33611f2f · outbound

This paper cites an unresolved cited work.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:56:27.226811Z

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 60d70af7-fe74-4128-b08b-df287a0cd4f3 · outbound

This paper cites & Ding, D.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Ding, D

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:27.204059Z

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 8237f745-28c7-492a-9527-268578fac066 · outbound

This paper cites Simplifying Low-Light Image Enhancement Networks with Relative Loss Functions.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Simplifying Low-Light Image Enhancement Networks with Relative Loss Functions

Reference 35

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:24.621263Z digest=sha256:c8458ea13dd613048d744bf77a9fd603df3f03952e66fb038d905f3919ae326b

Observation 169a85da-6620-43eb-a5ac-44a8258c4693 · outbound

This paper cites & Wang, J.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Wang, J

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:27.178633Z

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=2026-08-15T18:56:24.626965Z digest=sha256:70bafa913d9b3cfff61d29877074b7ae16f46d8929e362bfdddaea512ec49b08

Observation c11b3cd7-9219-40ff-bfd3-6f5c7bd1d021 · outbound

This paper cites an unresolved cited work.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:56:27.153413Z

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 32c94312-8668-4634-9b72-134ab69a65e2 · outbound

This paper cites an unresolved cited work.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:56:27.129454Z

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=2026-08-15T18:56:24.639977Z digest=sha256:d65a07b7cb9df96db9de927d5492353ac12bfdaf40d4fa1291e2b452d2361788

Observation 79b538dd-14df-4b42-b8cb-dfdf507862b8 · outbound

This paper cites an unresolved cited work.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:56:27.106055Z

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=2026-08-15T18:56:24.646487Z digest=sha256:c6f28b42982ecb6dce7e9f02da752d6f2c0e6e7854d36e7a3e1c0bfe384025ca

Observation bcfe596f-5555-4d52-98d8-5e16430fa081 · outbound

This paper cites Low-light image enhancement by learning contrastive representations in spatial and frequency domains.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Low-light image enhancement by learning contrastive representations in spatial and frequency domains

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:27.084306Z

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=2026-08-15T18:56:24.652644Z digest=sha256:e6c4efb73b9c0059433d621b9a9f8b789c5f7d4b4632049490e60779121944b3

Observation c52c0ddd-e7cc-4bbb-8523-7f2e15a5af20 · outbound

This paper cites Seeing dynamic scene in the dark: A high-quality video dataset with mechatronic alignment.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Seeing dynamic scene in the dark: A high-quality video dataset with mechatronic alignment

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:27.064836Z

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=2026-08-15T18:56:24.658870Z digest=sha256:b22dd52cf92ee20443279dd7ac70ac07d41a07c2431443012bda5d91426ac47f

Observation c852c33a-0c56-4214-bef9-f8f3ff3bc567 · outbound

This paper cites & Zhang, J.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Zhang, J

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:27.045241Z

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=2026-08-15T18:56:24.666393Z digest=sha256:c0cd28598f23d4054aeef303b06a4b81e2f0ffef6a366218f513d5c39364309a

Observation cccc8fd5-116b-4d32-822c-66128640c011 · outbound

This paper cites an unresolved cited work.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:56:27.022096Z

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=2026-08-15T18:56:24.674573Z digest=sha256:58cb7bdd29f0ea5db1ac523fd3d35a62f404c0371aa8b8acd064c39c73b5fb0c

Observation 5bcc0177-7df7-41ea-8963-e3ea83645d10 · outbound

This paper cites & Guo, X.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Guo, X

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:27.002539Z

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=2026-08-15T18:56:24.681231Z digest=sha256:6cf4983e6ee8f0de365c38b0947f59e99ff05b968af131684e310e6602fed7a3

Observation 60169e4a-3560-4cb1-ba81-66830041d57e · outbound

This paper cites & Koltun, V.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Koltun, V

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:26.979804Z

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=2026-08-15T18:56:24.689094Z digest=sha256:69e43b9d88636172937327c92c637371ffa26d6cbe97e341df1553a18d2c1a6d

Observation 4a81652b-276f-4878-bcdb-bcc588fe9ce1 · outbound

This paper cites & Zhang, Y.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Zhang, Y

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:26.956941Z

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=2026-08-15T18:56:24.697251Z digest=sha256:e16d73bdb981d5afcb925c6f218ec13cac0ed10d6d27ceea3abe971c762b2a8c

Observation 76fab2a4-365f-403b-984d-a35eb751d99e · outbound

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

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Deep Retinex Decomposition for Low-Light Enhancement

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-15T18:56:24.705192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:24.705192Z digest=sha256:4bd78616145be5c07d75ce9fdccf8abc36c19817f641529b47ffaa70e754a7ea

Observation 2131f1b6-af0c-4711-a9a1-00e9322d4650 · outbound

This paper cites an unresolved cited work.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:56:26.931334Z

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=2026-08-15T18:56:24.713179Z digest=sha256:cdc058d237ab429f4b0fc892c4d5b5e464b7384d80fb793be73a905025178710

Observation 71d5fd0b-ad19-49d0-b585-5abe3fb3d50e · outbound

This paper cites an unresolved cited work.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:56:26.913199Z

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=2026-08-15T18:56:24.719797Z digest=sha256:9477000755ceb15a0b6c8f6f9952bbe5cc269ec4ac35a7721919602e78bb315b

Observation 7d8eae6f-3495-4e3f-b83c-e54973e79efd · outbound

This paper cites an unresolved cited work.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-15T18:56:24.726664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:24.726664Z digest=sha256:b3888749fbc2ada150dd879c262f1a2edbcc23ddad1cbfde68c56a7fdb00783c

Observation 6288fbed-7a03-4d86-ae82-b4bd46050458 · outbound

This paper cites & Gupta, G.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Gupta, G

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:26.892450Z

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=2026-08-15T18:56:24.734415Z digest=sha256:aece3478e63cc7eabf0b6f608d9978569f5ce0de7a85ca5b8b2d17d06c5700b0

Observation e971bc3d-2059-4194-8076-ab9acac294f5 · outbound

This paper cites & Yang, F.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Yang, F

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:26.867999Z

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=2026-08-15T18:56:24.740066Z digest=sha256:e7fbd79d3e839cb3e57bdad085367ff557bd8ea0510f252359528fbfbd908936

Observation cb619f8c-0e73-4a81-b747-b3a79522297a · outbound

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

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Enlightengan: Deep light enhancement without paired supervision

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:26.835213Z

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=2026-08-15T18:56:24.748023Z digest=sha256:a73fd053d4cb824d460e7788bb3342e0a27ae98aa45a05c0e99fbce6b5b30253

Observation f0fc2245-3c4b-44bd-a253-7deb0332cd1b · outbound

This paper cites & Luo, Z.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Luo, Z

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:26.807940Z

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=2026-08-15T18:56:24.755473Z digest=sha256:dee4b1fac91cba5b7e478f3b281d5fde51bf3d26e4311811e58bc8ef4506a6a6

Observation 0cd42bd0-e400-4739-9817-b810c4cf0e00 · outbound

This paper cites Self-supervised Low Light Image Enhancement and Denoising.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Self-supervised Low Light Image Enhancement and Denoising

Reference 55

Resolution
verified exact
local_arxiv, observed 2026-08-15T18:56:25.877495Z

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=2026-08-15T18:56:24.763053Z digest=sha256:9972b456f4d9a35f12eeb1810a8060a8c5abbf7ba4d9da5a81beab4923716d23

Observation 867f3479-f1c9-4e30-8fd7-e970a0be7024 · outbound

This paper cites & Wang, C.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Wang, C

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:26.789114Z

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=2026-08-15T18:56:24.776193Z digest=sha256:228753f466e40e2ddeee53c0e9b88a3b78e9fa93235a6b2804d61e5bab8f3cb1

Observation 1d52a17f-e685-43c3-a8c4-c0b62b2b7a59 · outbound

This paper cites & Zhang, J.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Zhang, J

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:26.768332Z

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=2026-08-15T18:56:24.782055Z digest=sha256:bb6c7484c00a3828fd2110dcbf365180d0b8f0c0b5f72e24edfbfc34da085521

Observation 34ac9b7e-ecdf-4c93-8dd4-5ca6232ae735 · outbound

This paper cites & Milanfar, P.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Milanfar, P

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:26.750098Z

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=2026-08-15T18:56:24.789054Z digest=sha256:59c744398a18c361e35a9461ad2ec226a7f4a37237713b673910e27ed36a2b0b

Observation 09930204-49c1-4561-8b70-f5d752ffe1fa · outbound

This paper cites & Luo, J.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Luo, J

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:26.726465Z

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=2026-08-15T18:56:24.795450Z digest=sha256:d8d63551e15f8cf63675333ac0d8a92a5ac47466f3895da84cd9e172e9dc684d

Observation f5524ad8-ae28-480b-a4eb-d1b3c4f8d71d · outbound

This paper cites MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-15T18:56:24.801334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:24.801334Z digest=sha256:a0bc2513dcf1d996cc4eddbffc2ec32c43a48c947734a7808d009cde32736e5e

Observation 5c74cf93-18b2-4aa5-b0ec-eb12ee99d9c9 · outbound

This paper cites Xception: Deep learning with depthwise separable convolutions.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Xception: Deep learning with depthwise separable convolutions

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-15T18:56:24.807594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:24.807594Z digest=sha256:849b9110e1d4318b64d2539cfe30f78dbc87ee0c73c000093b892d2bce121066

Observation 6b36e12a-7878-4d4f-a535-ad8e2169b528 · outbound

This paper cites & Kweon, I.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Kweon, I

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:26.687992Z

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=2026-08-15T18:56:24.813105Z digest=sha256:952a77f0d1d07905908d3b07de4251583795ffd43bb2e11df5b55e4da477f840

Observation ffee8643-cab1-47b8-bcbc-4f57b5a8609f · outbound

This paper cites an unresolved cited work.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:56:26.668262Z

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=2026-08-15T18:56:24.819112Z digest=sha256:d32183ac8ee1ba2f6ef6cc84e7b361e12ac18952ae76e4de7b9e58c9595a928a

Observation 399a3d83-9ac7-406a-8f62-66ab4729affb · outbound

This paper cites & Perronnin, F.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Perronnin, F

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:26.647550Z

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=2026-08-15T18:56:24.825476Z digest=sha256:a33d765e882554765ee36efdac9b73506d44e5478f36af5c5257ada745a7696e

Observation 420c79d9-dbee-4080-8089-44e71c9929ed · outbound

This paper cites & Zhang, L.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Zhang, L

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:26.626964Z

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=2026-08-15T18:56:24.831521Z digest=sha256:2c6547eb8f8058db83193d6d40200a62761e7a6df9dbe8d913ee202606b5561d

Observation 9fd39857-a545-4cd8-ba87-75a19ff074b3 · outbound

This paper cites BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-15T18:56:24.837068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:24.837068Z digest=sha256:834701b58bf272d79860cf3d980db18537f1465c93b507dcb7f56d60abfdd479

Observation 04c9a7d1-abe5-4f0b-b69f-63cd579d52f5 · outbound

This paper cites an unresolved cited work.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:56:26.606700Z

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=2026-08-15T18:56:24.848772Z digest=sha256:436effc340293f67a8aaa4a09a36815dff4b8b5a386b7f52977c0b7d30ce5c09

Observation 9ccf347d-e65d-47f9-a5f0-2b61ef9946ef · outbound

This paper cites & Kim, C.-S.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Kim, C.-S

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:26.583053Z

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=2026-08-15T18:56:24.855102Z digest=sha256:36eb36d457bedb1cbbd1ea510b70eadcc591c2750a4f30c4ef40c426e209110d

Observation ea9c7709-2d46-4b0a-9a27-a5af8de630b7 · outbound

This paper cites Adversarial Feature Learning.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Adversarial Feature Learning

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-15T18:56:24.861425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:24.861425Z digest=sha256:a766e2c7f58fc025ea1fe988ac74d12265c077fb0909e1f26e29cde85cf9d707

Observation d662807a-c259-40c6-8872-5be6e582092a · outbound

This paper cites & Liu, J.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Liu, J

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:26.561031Z

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=2026-08-15T18:56:24.867747Z digest=sha256:2f367bc78f18cf10c0a8226e77fcea4758e4895fc34589c7383d0cddd2f464fb

Observation e80acba0-da64-4697-b972-d47a15f051cf · outbound

This paper cites & Liu, J.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Liu, J

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:26.539068Z

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=2026-08-15T18:56:24.874238Z digest=sha256:7b96abec62f112aa720ef809a481e31a494810cd0993b275f431d373509b4198

Observation 3ebd8fd5-273c-4d14-be4d-625b1bcffea9 · outbound

This paper cites & Wang, Z.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Wang, Z

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:26.517952Z

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=2026-08-15T18:56:24.881614Z digest=sha256:1358a4163612da6f644482bd603046f9e89d68bd56223c63be6a11a15d0671c9

Observation 3352bd29-dbe1-438b-8e4d-aef3c4a161e2 · outbound

This paper cites & Liao, Q.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Liao, Q

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:26.499945Z

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=2026-08-15T18:56:24.889011Z digest=sha256:58552ead9436120c0de7eb2d5b57815cd783ace28822c6029cfc60b7ca2dbf05

Observation e48c384e-5386-4b77-b573-2625b32815cf · outbound

This paper cites & Winkler, S.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Winkler, S

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:26.480050Z

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=2026-08-15T18:56:24.895410Z digest=sha256:8471fd76e44543b54fbd82e185833f3e0b5198a249393e4e7993113f38543ba5

Observation 85d2090f-1b36-4fd9-a7cc-246d41cb3209 · outbound

This paper cites C., Sheikh, H.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement C., Sheikh, H

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-15T18:56:24.902109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:24.902109Z digest=sha256:04390722d9e1c2e10a2a383d21b64a7c1a9bd67db1dbb6755c7b19c097753ec2

Observation 89569f73-d0cc-492f-97d9-ebfa7791de02 · outbound

This paper cites & Ziou, D.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Ziou, D

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:26.439416Z

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=2026-08-15T18:56:24.909819Z digest=sha256:cabc675e1b9daadec84d3feb6e7621642b48fa4a0e1b969d1a8683586a3fc195

Observation 585505e8-79af-4aca-9d3e-01190f50fc87 · outbound

This paper cites & Zhang, D.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Zhang, D

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:26.414068Z

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=2026-08-15T18:56:24.916690Z digest=sha256:810145bc948f3a19fcf117be6e5035c6e9ed5eaafc1faed16dde08721e6294bb

Observation d8878b3f-1bf9-4bbf-bf02-5dcf75c89da3 · outbound

This paper cites an unresolved cited work.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:56:26.390672Z

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=2026-08-15T18:56:24.932476Z digest=sha256:7cf8dbcc2e64856c991df4e6921a87389ea038615cf8fe66fd4483923e76b72f

Observation f7970257-b18e-4f75-9e31-a8448bebd62b · outbound

This paper cites A., Shechtman, E.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement A., Shechtman, E

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:26.371253Z

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=2026-08-15T18:56:24.939244Z digest=sha256:8c7203e4e11f1a095200500c104b075016fff6e3b79334567deaba83e497e4a5

Observation d3fa252a-7f59-47e8-b0f6-f7a6cbb592ed · outbound

This paper cites & Simoncelli, E.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Simoncelli, E

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:26.348201Z

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=2026-08-15T18:56:24.945000Z digest=sha256:ff648c69b660f5ea0919cf9d261ff76a95db673cad8770926d33f3ea83813e60

Observation 1e89b171-4489-4a8c-9753-be8a491f38eb · outbound

This paper cites & Milanfar, P.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Milanfar, P

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:26.327214Z

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=2026-08-15T18:56:24.952661Z digest=sha256:87e7c23215b9796ed2e19279d2caebce3d92d8d222bbbe83a8022a4398e4e97c

Observation a0afb7f6-9917-40d1-842f-ec049f0cc3e0 · outbound

This paper cites an unresolved cited work.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:56:26.304233Z

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 ff289511-6e31-4cf3-aa37-42bff18be526 · outbound

This paper cites & Dong, W.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Dong, W

Reference 83

Resolution
malformed identifier
no resolver link, observed 2026-08-15T18:56:24.967817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:24.967817Z digest=sha256:5f3d65f8233181998005b7b87384c5e6815581bd0648318c421ba3523c38138b

Observation 83059ac8-df92-40db-b368-7a9922fd58c2 · outbound

This paper cites & Mou, X.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Mou, X

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-15T18:56:24.973971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:24.973971Z digest=sha256:063eb81d5fe12a238ece8e81187574a89b236b3606c6474f71b9af507d235c9a

Observation c1e9bbca-c61b-470e-9455-74c1e4c27647 · outbound

This paper cites & Wang, Z.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Wang, Z

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-15T18:56:24.982494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:24.982494Z digest=sha256:c342249e6baae91bbdcbcebc878a090da9781ef701e903d2d857a69806ad6b14

Observation 1e5d80c1-6126-4cbe-9065-c98437d69830 · outbound

This paper cites an unresolved cited work.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Unresolved cited work

Reference 86

Resolution
verified exact
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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=2026-08-15T18:56:24.991945Z digest=sha256:7e9286c00e3b4e9f3ec61aaeaae66464438151d62daf8519d3712615718e4141

Observation c5c0abf0-de4c-45da-991a-5260ce9fb57e · outbound

This paper cites Y ., Zeng, D., Hong, Z., Ouyang, W.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Y ., Zeng, D., Hong, Z., Ouyang, W

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-15T18:56:24.998677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:24.998677Z digest=sha256:d7b699fc5ffb2c097b55645ccd4efd05759a9d11af420bb302cff66f3c5b29eb

Observation 535a836e-6ee7-4889-8f81-0aab36d62c21 · outbound

This paper cites & Ahmed, N.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Ahmed, N

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-15T18:56:25.004525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:25.004525Z digest=sha256:f3032195bc794d9940156441a4ab439af0b7d6b4afe186a7c32ea78ec1ff92a4

Observation 367dd62e-6daf-43de-a555-c675ea77adae · outbound

This paper cites an unresolved cited work.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Unresolved cited work

Reference 89

Resolution
unresolved
no resolver link, observed 2026-08-15T18:56:25.013687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:25.013687Z digest=sha256:fd7be634b6ccdefbfc9770d83da72c6ee31cb0d5c666d9481696eb9df4d74ddf

Observation ff61bde6-2102-451b-9532-23810f267a09 · outbound

This paper cites an unresolved cited work.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Unresolved cited work

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-15T18:56:25.020030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:25.020030Z digest=sha256:2586b7848169f7da499c017fb97224444a733f63f17457472c7f81c446d9bd8c

Observation 46c5e830-2bbd-4bfe-aa00-80794b021551 · outbound

This paper cites an unresolved cited work.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Unresolved cited work

Reference 91

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:56:26.266484Z

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=2026-08-15T18:56:25.026755Z digest=sha256:d5b35b748ec9c5161f767e7309cd16bdf02498aa7f780f57935851e38f9b8074

Observation 35807992-4910-4721-902b-d90a8e7013c4 · outbound

This paper cites an unresolved cited work.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Unresolved cited work

Reference 92

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:56:26.242855Z

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=2026-08-15T18:56:25.035710Z digest=sha256:6a9afb5dd6967043ec9b1a18dd22868f5a35b3734ed4f1d3e80dc83f655cc494

Observation 34b80420-2377-4b8e-beb6-3594794d370d · outbound

This paper cites & Asif, H.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Asif, H

Reference 93

Resolution
unresolved
no resolver link, observed 2026-08-15T18:56:25.048913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:25.048913Z digest=sha256:372050589e7b544f4c85360baa02da2cdb4a3bdcc1d541066cb2487d0931a64d

Observation 5611d2fb-758c-4a1a-bbea-3ebe3090b495 · outbound

This paper cites A Bio-Inspired Multi-Exposure Fusion Framework for Low-light Image Enhancement.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement A Bio-Inspired Multi-Exposure Fusion Framework for Low-light Image Enhancement

Reference 94

Resolution
unresolved
no resolver link, observed 2026-08-15T18:56:25.056371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:25.056371Z digest=sha256:0181cf301058f0cdf97b0a0dcd7ccaaf59b01e89b81b6f345351e594b7782a40

Observation 64c20046-6aac-4dd2-a508-1d0c93d248d9 · outbound

This paper cites & Ling, H.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement & Ling, H

Reference 95

Resolution
unresolved
no resolver link, observed 2026-08-15T18:56:25.064986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:25.064986Z digest=sha256:7b649fc164ce2f02b89d128217a6eb7776f6a9cfa9e95fcd10a1b4f2e2160c00

Observation fad8c94a-b1be-4854-9fd1-e3f8f906e51d · outbound

This paper cites an unresolved cited work.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Unresolved cited work

Reference 96

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:56:26.201725Z

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=2026-08-15T18:56:25.073472Z digest=sha256:fff0ab9e4f4870f97f21104800800c758a73f6b1c5c3551b405f62b4873c4dda

Observation a4767fba-dcb8-485d-a659-dc988d3e723e · outbound

This paper cites B., Sbert, C.

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement B., Sbert, C

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:26.181240Z

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=2026-08-15T18:56:25.080308Z digest=sha256:d451d1abfc27a728d8d8c6f2ee88a8ca08834b1a0b40f96febe7fff50ad9084f

Observation b7558eb9-0989-481c-b4d1-9f2ac7d2e0ec · outbound

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

A Multi-Scale Spatial Attention-Based Zero-Shot Learning Framework for Low-Light Image Enhancement Enlightengan: Deep light enhancement without paired supervision

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:56:26.159663Z

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=2026-08-15T18:56:25.085997Z digest=sha256:2455cab563ef906687371ba1b5a88411556213aa273403547ceff1477720c229

Pith citing papers

No inbound Pith citation observations are available.