Paper Citation Record · LEDGER

Blind Underwater Image Restoration using Co-Operational Regressor Networks

As of 23 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2412.03995.

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

pith.paper-citation-record.v1
2412.03995 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T21:56:30.940612Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

31 of 31 outbound references displayed

verified exact2
verified fuzzy7
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 15b4e1ec-6471-41c6-9ec3-05b33f8fa2c4 · outbound

This paper cites U -Shape Transformer for Underwater Image Enhancement,.

Blind Underwater Image Restoration using Co-Operational Regressor Networks U -Shape Transformer for Underwater Image Enhancement,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T21:56:30.662547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f083b825-c790-4c66-8f1d-b95fded36174 · outbound

This paper cites Underwater Image Enhancement by Wavelength Compensation and Dehazing,.

Blind Underwater Image Restoration using Co-Operational Regressor Networks Underwater Image Enhancement by Wavelength Compensation and Dehazing,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T21:56:30.672338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e05978c9-e73a-4fa2-a0ca-8df5a966720a · outbound

This paper cites an unresolved cited work.

Blind Underwater Image Restoration using Co-Operational Regressor Networks Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T21:56:30.679340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7710d908-5398-44a0-88e2-e2b33176f35b · outbound

This paper cites Underwater Image Enhancement With a Deep Residual Framework,.

Blind Underwater Image Restoration using Co-Operational Regressor Networks Underwater Image Enhancement With a Deep Residual Framework,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T21:56:30.689399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 427b8b54-9aca-4f1a-bd59-15208f930cb6 · outbound

This paper cites Deep Residual Learning for Image Recognition,.

Blind Underwater Image Restoration using Co-Operational Regressor Networks Deep Residual Learning for Image Recognition,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T21:56:30.699194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a04bf677-0690-4c9c-9f07-f61e484cdb65 · outbound

This paper cites Underwater Image Restoration and Enhancement Based on a Fusion Algorithm With Color Balance, Contrast Optimization, and Histogram Stretching,.

Blind Underwater Image Restoration using Co-Operational Regressor Networks Underwater Image Restoration and Enhancement Based on a Fusion Algorithm With Color Balance, Contrast Optimization, and Histogram Stretching,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T21:56:30.707930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a14cea7-e009-476f-b427-1317c7c07d48 · outbound

This paper cites Underwater Image Restoration through Color Correction and UW -Net.

Blind Underwater Image Restoration using Co-Operational Regressor Networks Underwater Image Restoration through Color Correction and UW -Net

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T21:56:30.714532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d2078af-de86-4288-9b94-eda5c307d374 · outbound

This paper cites Generative adversarial nets.

Blind Underwater Image Restoration using Co-Operational Regressor Networks Generative adversarial nets

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:56:33.035517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1c35a7f7-c45c-4993-8b52-917d36366901 · outbound

This paper cites Improved training of Wasserstein GANs.

Blind Underwater Image Restoration using Co-Operational Regressor Networks Improved training of Wasserstein GANs

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:56:33.010537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation dad15c67-d7c6-4d34-b2b8-694c10f06dae · outbound

This paper cites Self-Organized Operational Neural Networks with Generative Neurons.

Blind Underwater Image Restoration using Co-Operational Regressor Networks Self-Organized Operational Neural Networks with Generative Neurons

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T21:56:30.742207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84e074a6-cbef-4e76-9ff1-e1b5b80c4994 · outbound

This paper cites Self-Organized Operational Neural Networks with Generative Neurons,.

Blind Underwater Image Restoration using Co-Operational Regressor Networks Self-Organized Operational Neural Networks with Generative Neurons,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T21:56:30.750623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f75415a9-4538-43cb-b6c0-92b848c3b28d · outbound

This paper cites Self -Organized Operational Neural Networks for Severe Image Restoration Problems,.

Blind Underwater Image Restoration using Co-Operational Regressor Networks Self -Organized Operational Neural Networks for Severe Image Restoration Problems,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T21:56:30.764523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1031aba0-1e35-43e7-bf0b-4aa17dd307fc · outbound

This paper cites FastONN -- Python based open-source GPU implementation for Operational Neural Networks.

Blind Underwater Image Restoration using Co-Operational Regressor Networks FastONN -- Python based open-source GPU implementation for Operational Neural Networks

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T21:56:30.776620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82f8738c-3028-4472-9398-588d4b23aece · outbound

This paper cites Real-Time Glaucoma Detection From Digital Fundus Images Using Self-ONNs,.

Blind Underwater Image Restoration using Co-Operational Regressor Networks Real-Time Glaucoma Detection From Digital Fundus Images Using Self-ONNs,

Reference 14

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T21:56:32.240893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f039af84-8e55-42ba-868b-0707013eb0f7 · outbound

This paper cites RealTime Patient-Specific ECG Classification by 1D Self -Operational Neural Networks,.

Blind Underwater Image Restoration using Co-Operational Regressor Networks RealTime Patient-Specific ECG Classification by 1D Self -Operational Neural Networks,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T21:56:30.798366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96e74ce8-0f71-4a1f-931c-85811e257acd · outbound

This paper cites Robust Peak Detection for Holter ECGs by Self-Organized Operational Neural Networks,.

Blind Underwater Image Restoration using Co-Operational Regressor Networks Robust Peak Detection for Holter ECGs by Self-Organized Operational Neural Networks,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:56:32.979522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a74cea05-187f-4d86-a89c-bf12156dd769 · outbound

This paper cites Global ECG Classification by Self-Operational Neural Networks with Feature Injection.

Blind Underwater Image Restoration using Co-Operational Regressor Networks Global ECG Classification by Self-Operational Neural Networks with Feature Injection

Reference 17

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T21:56:31.992317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 13097cc9-d002-4b0b-8a6a-2d42187a4dff · outbound

This paper cites BM3D vs 2 -Layer ONN.

Blind Underwater Image Restoration using Co-Operational Regressor Networks BM3D vs 2 -Layer ONN

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T21:56:30.825994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fddc71e4-e0d2-46c7-b69e-602a52583903 · outbound

This paper cites Blind ECG Restoration by Operational Cycle -GANs,.

Blind Underwater Image Restoration using Co-Operational Regressor Networks Blind ECG Restoration by Operational Cycle -GANs,

Reference 19

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T21:56:31.775654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 07fcc1fb-9109-402b-917b-7393e571c46a · outbound

This paper cites Operational vs Convolutional Neural Networks for Image Denoising.

Blind Underwater Image Restoration using Co-Operational Regressor Networks Operational vs Convolutional Neural Networks for Image Denoising

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-11T21:56:31.656380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9ac8c83b-19c9-4d0d-b736-15be014d4c20 · outbound

This paper cites Zero -shot motor health monitoring by blind domain transition,.

Blind Underwater Image Restoration using Co-Operational Regressor Networks Zero -shot motor health monitoring by blind domain transition,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T21:56:30.846272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f34d243-10a5-4c19-8e8b-2ad55381d16b · outbound

This paper cites Improved Active Fire Detection Using Operational U -nets,.

Blind Underwater Image Restoration using Co-Operational Regressor Networks Improved Active Fire Detection Using Operational U -nets,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T21:56:30.856352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19638e87-e1ec-4a12-a511-158d66372483 · outbound

This paper cites Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks,.

Blind Underwater Image Restoration using Co-Operational Regressor Networks Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T21:56:30.867393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6001305e-c34d-4a66-a949-b535a76e64b7 · outbound

This paper cites Zero-Shot Motor Health Monitoring by Blind Domain Transition.

Blind Underwater Image Restoration using Co-Operational Regressor Networks Zero-Shot Motor Health Monitoring by Blind Domain Transition

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-11T21:56:31.262174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 35e7930e-e56f-4650-a054-80fb00830d2d · outbound

This paper cites Focal Frequency Loss for Image Reconstruction and Synthesis,.

Blind Underwater Image Restoration using Co-Operational Regressor Networks Focal Frequency Loss for Image Reconstruction and Synthesis,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T21:56:30.892063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d635ad57-e4a1-4f55-946e-753dc5a85a86 · outbound

This paper cites [Online].

Blind Underwater Image Restoration using Co-Operational Regressor Networks [Online]

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:56:32.956976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 04b2b5ea-6b2d-44cc-80dd-b05e1a416afd · outbound

This paper cites Underwater image enhancement via medium transmission -guided multi-color space embedding,.

Blind Underwater Image Restoration using Co-Operational Regressor Networks Underwater image enhancement via medium transmission -guided multi-color space embedding,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:56:32.933324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1210c7ef-4eb3-4ea2-b0e0-f32db73b361b · outbound

This paper cites All -in-one underwater image enhancement using domain-adversarial learning.

Blind Underwater Image Restoration using Co-Operational Regressor Networks All -in-one underwater image enhancement using domain-adversarial learning

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:56:32.902059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f9726783-1454-4c77-9fe7-b211b28f0394 · outbound

This paper cites Enhancing underwater imagery using generative adversarial networks,.

Blind Underwater Image Restoration using Co-Operational Regressor Networks Enhancing underwater imagery using generative adversarial networks,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T21:56:30.920799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2caaac2a-f88c-499c-b84f-ba9d808fdcb9 · outbound

This paper cites Fast underwater image enhancement for improved visual perception,.

Blind Underwater Image Restoration using Co-Operational Regressor Networks Fast underwater image enhancement for improved visual perception,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T21:56:30.930704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cca4c32f-5f45-498a-a1b6-b906e12563c5 · outbound

This paper cites An underwater image enhancement benchmark dataset and beyond,.

Blind Underwater Image Restoration using Co-Operational Regressor Networks An underwater image enhancement benchmark dataset and beyond,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:56:32.829697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

No inbound Pith citation observations are available.