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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=sha256:12825ab5e259dede08ba47b2ca4f73bca851628bb31e9688f2bbc2e43595f704

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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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=sha256:2ee28e7cd3b55bafd5d3cafefcfccb3b0ed41d915a420eabc67fd9c89017a686

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=sha256:2389fe1c99ee2182a42c18acce022e7a5f13afd7cc3efe327cf7e50f9e5a2944

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:d309fe11645c6a5474ebacfefe63dc0c43858558fcc5e0497a4ba37f10029ec2

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=sha256:231e90fdedf8c59a894c1e919300f583093ea45e8a40170ad97814229ccb3202

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=sha256:9c98919e71090a24ee91afd16130287283cef3556867eb2afa794e22b816c51f

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=sha256:90e78741a1c3225fb0c105a2a6c5a770e9a240cfece439d991da5d32cb062569

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:ad272a421a0abb1b65c69d5cb3baade4c48a2feb82aca5daad70429c40de0984

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

Resolution
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:d4ab77c8da6edeb8b6f7bd2f1bd8a5cb5a3446193b143a69a2892cd7e22bdd7b

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:cf6f380fecb5035b343bf8022ae6a754b80462990dac6ddb1ec1a09d3b378033

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:f6df8db56e8c1ccf726507b1b71325db0e30b3e683e5e3627b5635c9cae97331

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

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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=sha256:402e132a7ea7b742ad0c17f8152a5fe9210cfc6018ed349b9b183c79b0c8fc97

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:b65846099b276ce19b292c5e8830e017069aac9febe102c2e400b5b630422dc2

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=sha256:0ce149adac765a248e87364762286ef71ae19441a2e977e9add55c18ee20f82d

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=sha256:2e44171586e6107d0e9206a20af2ab376a637cd2f57b5f20b917a0b5a4d609b1

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=sha256:8e3542529778814a53e19b523bdce867923aa273f76a7348fc652df223eaa2b3

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=sha256:0865ef7ca2338394b317d294d0564594e038bcda4328071b01279906bb3bdd83

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 2026-08-16T06:30:59.297886+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.

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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T18:56:24.560024Z digest=sha256:5ba163c5357755dbe28de6e4d61ffc48e98d5b002d08dd0a8f2f16ecf65fffb0

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.

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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=sha256:3c6bce707f958307bf41913a56f37c3d68014fc008b3cc5743c9b34deb8c57c8

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
raw_fallback, observed 2026-08-15T18:56:27.307995Z

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

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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
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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 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

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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=sha256:9f80a3e2f6383b9c80ba2585d76e1970618547564e60e58d863cc50c83df42dc

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=sha256:3b90604073af84faa20dbea38dcfd86159579b14cc5e67a1fbf0343348426b72

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=sha256:6ef4b864a78f58178ff596fa6e1f32943569715b018cdb5bc9e53af7c623c926

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:b6048e1b2654f3f1661f7036d0327e57ef7e4859e4bbb83f1001c4c69ad55d7a

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:d838c51b05f66b9e589e195bd66943fb5636e55245f0e6d4c036e8e025f7a00e

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=sha256:31bc0ae1194d2b0f9b8086d18a18a0a6a365f956ff8037587eeb55a55e9b4aa3

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:c8c1e9b6f290a3c41c4eef3483393a42bac2ef9bf504d9d5106c6215cd95ee1e

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=sha256:8891b189392551663702579c80c2859fae7757627aefc878766ce08c62cf74cc

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=sha256:38bad8d660f5c27928560cad8cfda5267f199d8001ede6c63960b98aae971e27

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=sha256:035980ed0475cdf28d2e80a9e8379c95920d26d9fb84d47be09a16de791b5c31

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:cd1ee2a0061b54775d2cb670a3224838df6cd60eecb7d036d3d341ea30b1099d

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=sha256:6d3d119ae384c695e8476062aa9e3e6074cb6c01f7676f00cacda848cb0d70d1

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=sha256:8ee7d0263d944dacd5d0aadc56a6937bbb36d9adaed97bf82af84ab9abfbbde2

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:f36464ea2b06cc35ab5ab99ff6f305c277b17974a5a46ae93855d5c3122e5e5a

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:b71142c3f8b4a4ae8309b31a49bc61137349cc0c0b580cee9bbcc72ec0e074ee

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=sha256:35ad6d75f7cf8f74670295a5f9351afc234205ab4ae36f962ca448f7df40f86a

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:dfb49fb9292346efb6c2adfbbba329bcfcba9f34bda44582c6296bc050898941

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=sha256:453a5484c939c99080b039779e28081e023f3bf73188e9f97bb3a1449c8eccd4

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=sha256:15e2ea8de2db97cf3ab83b9f13192d48b31c83e642c1440d070907835c861461

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:ab2b6570a27d12e9e82e36a72b9eddfe1f5e6a83e4986a3943ce268ad3683695

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=sha256:50d0a6e06053a89449f7f927475b0921425e19717f9b441b744ab1cf6115204d

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:cdd97b45c8c3c74e591ec4202febace712e34be111297fde2c2beb808bbd819a

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:e98d786f1cc4d1b384bfb423c116561c8a48d18635f9a796cd90300fdb2a3e2e

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=sha256:912e98be16c1d093d3a4adeb42e7daa4cbbb2ae80a337c5981501ce7694b7ef4

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:dd1cccbcf04bebbc59ea4ad19073e49914149f8e56ab7d9e31e6cf92e127e628

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:e26f67e82988e13be896222bf8be99caf54bca59185311cf7c6ef9063fd76f52

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=sha256:3261e1a1c38c526ff709ab49245683771281fed0ad04987fa8e202eea6d73ebb

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:e12bb38b2853e2babbcd192ca7c709550f2901044347e15a6f2556422f661e8e

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=sha256:182b45e0169ebe26bb0bccfa46ac23251f032e5434685ed221de40a72c906563

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:af69a7407c2f913539c714a1160b6f072d9cddcce944360809c2c0b6d129df1d

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:fac80eacde84528c213cdd623d75a21ed8739ba56c24e1417eb5110fcadce627

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=sha256:68e2198f8b0480bb14b5b4fca48d692e00e8ba0905e184bee5d6c468ac8ca4a4

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:a3de0a9400fc877c89ca5b552e36654dcee8efab3b01f000260410736879417e

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=sha256:15b5b33af28adf9837ebc9093f3092013b283f97b4279899ba5339cf8096e713

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=sha256:8b6c280db8e19b7121e5d0dc40b2caa8f5b54f5d89925b394e22406936c9bfc3

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=sha256:34d3cf40d320fd7efb73ea286230ad0d5e5a56bcc72e2cb6a6c6f747da7d45c8

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:c4f5e0a36426ea3feb16950fb445788a05ebe90c0eb22d3c8db43719300c44aa

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=sha256:91a49100f52165c2aaaeb5b12dd192f0ee40a8e9ce66fabf7ef95d2101c4f965

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:e59f262f2d17568c980c6ebc47e3632db2b660b5cce9bb27239da11d038d5753

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=sha256:7ad08958a8f640e306a7dfa7ee456bcba73249f5893332285f4f6068e88d10b0

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:d47c4791f84a2c8fcf1262e9c05aa10a784654b89e47661ef8b6c65fd5f097f7

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.

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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=sha256:47e7d3b53a8d0cfff2fa05a0ec92d5cad04027eed312db3c204b40734dac3fdf

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=sha256:5d25b860cbce0cfabed3ddd3f98069f28e1bcf63e9cea5336542125be82ecdf9

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=sha256:04d533a4c48e9a56737fdbf9ee678cd2c51b8eae165347090d66c8b8b07b02ec

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:aa043b47879686ca6803eda3ff47985b46d7d37a0ace67ce80857f25ab7ad3a0

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
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:56:24.967817Z digest=sha256:bec96a25b1f4345145537c52512bc391e82b9ecb540e9877c208d289a9be1f64

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=sha256:03cc012c2f208daad8d5cffd2672ba52aa55ba7f19eb20c6617956589f2ab097

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=sha256:36f112ca8c66529d245901ab020b3b4e4c10eafd637f2a804cd943d9d72f723c

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.

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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:f8c29ea31becd25abe3074433e77fbc5d649982f53ee3776db9cc338c786b92e

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=sha256:7f983e5d5044a033ad58d12b05eb480c483f182add296670a29f5980e1e6d3d1

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=sha256:80d94d0fca2eee7d599fc76c91d0e2579e10ec2fac35deb108c2d84482d2b1ff

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:b199cf10237ec3795bdfea7288af3519efc2b865000371c3d1f30121119563b3

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:d27d9f0fd02eb1a3a1bef5a04410476eab41210a9cead06924f8053114a29ad5

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:f1b3e9198348a0ec8e1af036eb45f5998494037055f95724a3c1eab460a32af8

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=sha256:387a4a9c1a59347ade19c24d7ad440c9895c040a5f1d4f0507ad2105ab6c7330

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:e129fa1749658e4ea97a728744ed06bfef9c0a31db2c0c645c12bdb5bed07533

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=sha256:499357c490513634193f529e725af78fe8db3d904f62401bc3a2bb1ab815dc83

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=sha256:474c4b3b4f5f79bc5d269064db5d0963ac967a35c0ab928a7f3a054de09d308d

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=sha256:33999ce7dc6eac185cdac17dd095d7ace61ccb7fbb1fb2e4f0b7c36088255290

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=sha256:84d81d340b1418cc2ea8661d3d9057e927f487f10bc0c790a5e6faeee4b76a05

Pith citing papers

No inbound Pith citation observations are available.