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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 2026-08-15T06:32:42.880941+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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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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.504780Z digest=sha256:ce7b7d22c685fbc8ebdca7115fb17893c19f5985a93b2667ca48f151979e11e0

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.510465Z digest=sha256:67b56518ed4e02aca852e4cddc1860710b14cc7855b674edf9a45164430b6e4f

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

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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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.516256Z digest=sha256:fa5322afa274ab464c9f91387abda266dbb257cef1766586f9bd58703f2af283

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.523092Z digest=sha256:7688b46e529e5dbe2bfa1b76c31ec64ec76d19ef04a552b6e308c599d1fb8bfc

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.530292Z digest=sha256:b4a830d7c500081021c43b87fa767c00ca58f2bcf53026cfa468e12740a693df

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 2026-08-15T06:32:42.880941+00:00.

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.554230Z digest=sha256:0abc95c91a650a7ec28bc1eacf79fb50c04c330be3f3dda7dac2d76748d598df

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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.560024Z digest=sha256:e1b9c944c71840df225c12029c670a2bffc19df5152a9547c2fce4827ceaf27e

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.565172Z digest=sha256:04319fd1088c63067f08e7b1af4d1c8b9a7002d1645bb795efae9858118593b8

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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.576183Z digest=sha256:d0beed24e00359588b310f93eeaa37995d06c4a250bbde611908dd06af493ce1

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.582210Z digest=sha256:a82d6a73a4baad91bba95c8ff80565eaa724b308e78b41af1d10276f7e286564

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.587836Z digest=sha256:11f4ad50247a098f132c9555bd2346fe62e3ca51e0787027e267eb0ebfcbce71

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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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

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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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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=sha256:27ad526d8d2ee827f3deb6643ea748d61ae5c007a3fb1e0827ecdc752228bbff

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.626965Z digest=sha256:d0c216403864e89bb9e2e468b74a5ac7fd8a0c8e5c7a54ada53a954edd937997

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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+00:00.

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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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.646487Z digest=sha256:ef232e698d1c93f96d15b8fa12beae64e81407046f70889a87b2d15d3b484d89

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.652644Z digest=sha256:4a8ed0fd87f649dfbeaa1c1c19ce2354c8c2297af1be4b3e5a1498602f954ce3

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.658870Z digest=sha256:ec47075313cece65061f109919b350cfcb1e1023c6bee9413ed9395bf9f6a574

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.666393Z digest=sha256:e8e12b6aaad3b0b5446d79f88072649b4e9c08b098a4fce39c3646b58af9765c

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.674573Z digest=sha256:6ec4bbdadf27653f400d2303ad259b5a5c86a0a0253199a31778eeb98cefef07

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.681231Z digest=sha256:05567bda0f83d443c56082d5bf10ad4876bd92b59fec1214466ef655e7336394

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.689094Z digest=sha256:dccdd226a032c98215523c8ce4fbd71f858e8b15f23681941930f6ef6f69a824

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.697251Z digest=sha256:4ef95e19891866b88db98cef12ebaa1ddc55e4d3a9908bfdae4235eccd2f8bb5

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.713179Z digest=sha256:46a3246442cdf3e004133debe7157466df142d8edb0c69ad4988475fddaf7984

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.719797Z digest=sha256:3b67a312084178f5ffd456fcbd982a7da1c77242f57d7af210cbc9785bbad472

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.734415Z digest=sha256:af4ee14ab4a1b63ba800428d2f57fb5f92b56d4836e5f247d9cdb304e8d19157

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.740066Z digest=sha256:2d773aaa7f6abbd888d700d628338483bfa6fec4b7338c18627195c22ca2b6ea

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.748023Z digest=sha256:ec4bb5fa3df4531bfb94deb162aefcaf2a582a09eac4b16e65385b76185e46a3

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.755473Z digest=sha256:eab80c211c3e5cb347a629effad28adc9e8b862e2b6a3f40f8d418a1175f10db

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.763053Z digest=sha256:6f4870e4bed54cba9ad69e8d3d0886d5f0f656fe0cfd6be413b24f949d6efe7b

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.776193Z digest=sha256:baeca20d5821837cf48912da3016da0df390b89a2b23a599bd462fc7736be75a

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.782055Z digest=sha256:407472598b4a8ba51d627a148ee11772dde47c2467f5b8958d581bf63b7563a5

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.789054Z digest=sha256:79e27bfc7534d7b22034011001620ae2e01a6b31e9ca1c812188bf8825266072

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.795450Z digest=sha256:ab524a07dfd73a9b631f44f051d435769d4a9e81c0ed2c5461c0e24d435deb95

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.813105Z digest=sha256:9e064d80df14e9ac8a9ab7f7fa69877fd127081f2bd92e7498758b6776a6fa05

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.819112Z digest=sha256:44cb867f8e346de0289a682c1be67e6f2adafa33a759afaf39249907126a2c12

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.825476Z digest=sha256:d86b90acde6b5c3ddda3a4ba8b259829eb52548d103389897b29c986d4fafe9d

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.831521Z digest=sha256:17f5d5410aebb27337b75df18087638e57cbb204fde43921f9e3fd6ea725a95a

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.848772Z digest=sha256:85158011fdcd6daf7f8c5f04fdb123a772efa3428ea87300dff656cbca43f719

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.855102Z digest=sha256:4433b3c6de207a6ab5e1975767fc0567f31fcc41c2643d38983fc7b78be39ae3

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.867747Z digest=sha256:1e6521d16a769fed939e36478ca7d5cd27a20b10358f0b1f2163bd6873d2efd6

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.874238Z digest=sha256:4a1a63c43c37be07c9d466ad42d682d35395c2fa83794e72519eae41a13e033a

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.881614Z digest=sha256:2b4971b12ba3035676b2dd44cd6347268d5fd147ca42eb838b14ea3483eb76ef

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.889011Z digest=sha256:dafd8b26db7a6f8ba6fd423a848f32f60d6c712c051f6979ee1fe07ea4b4acfd

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.895410Z digest=sha256:be5e48974d9689797f940aa14d85cbef36edd205cd06ac8b798cda6e460d49b7

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.909819Z digest=sha256:585cb1eaee1ffebffbb84706cfadfc0db66cd5aa4e0726041981238a135c6d3d

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.916690Z digest=sha256:db0857746a424c128f50f073b4ddf0044f8159c07fa970edd694e3ad29dbdabd

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.932476Z digest=sha256:9150dfa4a9c8e07280980af0d7e7bae139c9d21978f62ce0e9e65d1bcd607a7f

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.939244Z digest=sha256:dd167dbcbce34db8f8849d0b129bbad24feac23a5e85f6b46d1be6141fa8aae5

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.945000Z digest=sha256:7fa0e778866bdccee4ed6c629ffd4a9e79d97b94208e1f13dcb1e20a8ee06eb1

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.952661Z digest=sha256:8d76a42fbe1ff743892fd463c0108f53ff2b27e9839660ec828f0179b38b04be

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 2026-08-15T06:32:42.880941+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.

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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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:24.991945Z digest=sha256:e18b592e9453f6b64ae2f2355a727e0aa3c1c92026004c742fb669f6c449afda

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:25.026755Z digest=sha256:ea59530945701b512ccbace68596a90b05dda71cbb59ffab1bec30b5804b7b29

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:25.035710Z digest=sha256:83b58fb10f600d1173b9a6e67834b72439f5bab6a37b8ccb52e025e46a553edc

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:25.073472Z digest=sha256:66e9b6faf43ba7d29d96878a06b5df594a6d1097b3584a1945c8216104432d64

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:25.080308Z digest=sha256:09086ab22d2e799c4b08c12bfca39fa1ada4aadcf0d25555e203f7ec6ca02623

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T18:56:25.085997Z digest=sha256:d985e53aca01d574aef23df31ff85521f32e783f7dd7f122899fc5488fc9ab7f

Pith citing papers

No inbound Pith citation observations are available.