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Paper Citation Record · LEDGER

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming

As of 8 August 2026, this Paper Citation Record lists 100 of 257 outbound references and 0 inbound Pith citation observations for arXiv:2507.11974.

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

pith.paper-citation-record.v1
2507.11974 v1

Coverage vector

measured 100 of 257 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:00:25.654666Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

100 of 257 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved96
  • parse uncertain1
  • malformed identifier1
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External citation measurements

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Outbound references

Observation 816a54c8-146a-44be-bf76-c19637309168 · outbound

This paper cites Subasinghe, D.

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Subasinghe, D

Reference 1

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Observation 511acde3-ec60-4670-a9fe-eb1d45069187 · outbound

This paper cites URL: https://openknowledge.fao.org/server/api/core/bitstreams/ a2090042-8cda-4f35-9881-16f6302ce757/content , accessed: 2025- 05-21.

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming URL: https://openknowledge.fao.org/server/api/core/bitstreams/ a2090042-8cda-4f35-9881-16f6302ce757/content , accessed: 2025- 05-21

Reference 2

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Observation c30d0948-2f2f-4307-afcf-13666b342404 · outbound

This paper cites Biazi, C.

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Biazi, C

Reference 3

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Observation 36cea825-a655-402d-aef7-238c6bd8c73d · outbound

This paper cites Mandal, A.

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Mandal, A

Reference 4

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Observation a6f62d9c-82de-4735-beb7-1bad25fd96ae · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming On the Opportunities and Risks of Foundation Models

Reference 5

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Observation 3a6419e2-43a3-4298-a59f-39cbb47d50d8 · outbound

This paper cites Akkem, S.

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Akkem, S

Reference 6

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Unresolved cited work

Reference 7

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Unresolved cited work

Reference 8

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Unresolved cited work

Reference 9

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Unresolved cited work

Reference 10

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Observation 360cf38b-f54b-4fef-8dc4-dceb85d4b585 · outbound

This paper cites A Survey on Vision-Language-Action Models for Embodied AI.

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming A Survey on Vision-Language-Action Models for Embodied AI

Reference 11

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This paper cites an unresolved cited work.

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Unresolved cited work

Reference 12

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Unresolved cited work

Reference 13

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This paper cites Trigka, E.

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Trigka, E

Reference 14

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This paper cites Balasubramaniam, V.

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Balasubramaniam, V

Reference 15

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Unresolved cited work

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This paper cites Aymen, A.

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Aymen, A

Reference 17

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Accessed: 2025-06-17

Reference 18

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Unresolved cited work

Reference 19

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Unresolved cited work

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This paper cites Akram et al.:Preprint submitted to Elsevier Page 20 of 26 A Review of Generative AI in Smart Aquaculture Machine Intelligence 45 (2023) 10850–10869.

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Akram et al.:Preprint submitted to Elsevier Page 20 of 26 A Review of Generative AI in Smart Aquaculture Machine Intelligence 45 (2023) 10850–10869

Reference 21

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Pinheiro Cinelli, M

Reference 22

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Unresolved cited work

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Mitra, I

Reference 24

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Waisberg, J

Reference 25

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This paper cites Huang, T.

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Huang, T

Reference 26

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Unresolved cited work

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Saxena, J

Reference 28

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming High-Resolution Image Synthesis with Latent Diffusion Models

Reference 29

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming AI, Deepseek-vl: Vision-language large model,https://github

Reference 30

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Zero-Shot Text-to-Image Generation

Reference 31

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Unresolved cited work

Reference 32

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Ubina, S

Reference 33

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Unresolved cited work

Reference 34

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Unresolved cited work

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Unresolved cited work

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Sundaravadivel, P

Reference 37

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Unresolved cited work

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Fortino, S

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Ragab, S

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Jasmin, P

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Bhusan, S

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Narang, A

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Krivoguz, A

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Zhang, J

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Steele, R

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Bendel, N

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Huang, S

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Fortino, S

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Srikanth, V

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Rafiq, S

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Pallottino, S

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Sevin, S

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Weichelt, M

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Nugraha, I

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Unresolved cited work

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Jiang, R

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Leite, J

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Rahman, M

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Panetta, L

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This paper cites Integration of Large Language Models within Cognitive Architectures for Autonomous Robots.

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Integration of Large Language Models within Cognitive Architectures for Autonomous Robots

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Elmezain, L

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This paper cites Akram, T.

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Akram, T

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Assefa, F

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Gupta, E

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Unresolved cited work

Reference 79

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Observation 99d1dc54-8446-4d22-b042-b3526bcc7f8c · outbound

This paper cites Zhang, Y.

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Zhang, Y

Reference 80

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Observation c03e86f9-3d8d-4267-b21b-d8a23c4ee3f0 · outbound

This paper cites Abinaya, D.

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Abinaya, D

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Observation 02efb2ef-b4d4-48cc-a347-6f257a7fe574 · outbound

This paper cites Zahir, Y.

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Zahir, Y

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This paper cites Accessed: 2025-05-27.

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Accessed: 2025-05-27

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This paper cites innovasea.com/aquaculture-intelligence/biomass-estimation/,.

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming innovasea.com/aquaculture-intelligence/biomass-estimation/,

Reference 84

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Unresolved cited work

Reference 85

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This paper cites English, M.

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming English, M

Reference 86

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Unresolved cited work

Reference 87

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Unresolved cited work

Reference 88

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This paper cites Pachaiyappan, G.

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Pachaiyappan, G

Reference 89

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This paper cites yosemitech.com/MULTI/Y4003-Deep-Water-Multi-parameter-Sensor.

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming yosemitech.com/MULTI/Y4003-Deep-Water-Multi-parameter-Sensor

Reference 90

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Observation 27fc60a0-f2fd-48f5-88b3-2fc55754609c · outbound

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Unresolved cited work

Reference 91

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This paper cites Magazine, Autonomous sensor solutions for ocean ph and oxygen observations, https://ecomagazine.com/in-depth/ autonomous-sensor-solutions-for-ocean-ph-and-oxygen-observations/ ,.

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Magazine, Autonomous sensor solutions for ocean ph and oxygen observations, https://ecomagazine.com/in-depth/ autonomous-sensor-solutions-for-ocean-ph-and-oxygen-observations/ ,

Reference 92

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Observation c63b3286-d6a6-440d-84f3-698fc6e7d12d · outbound

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Unresolved cited work

Reference 93

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Observation 4dca5f5f-90dd-40ef-a167-86c031170110 · outbound

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Unresolved cited work

Reference 94

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Observation 5a021c3b-ccde-487e-98e0-0bd0984bd2c7 · outbound

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A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Unresolved cited work

Reference 95

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Observation 08132d1e-cc22-486e-a729-db96e8486e2a · outbound

This paper cites an unresolved cited work.

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Unresolved cited work

Reference 96

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Observation 84f94fd0-2413-4a46-a1b6-e947bb56b3eb · outbound

This paper cites Hussain, Seeing through the haze: A comprehensive review of underwaterimageenhancementtechniques, IEEEAccess12(2024) 145206–145233.

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Hussain, Seeing through the haze: A comprehensive review of underwaterimageenhancementtechniques, IEEEAccess12(2024) 145206–145233

Reference 97

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Observation 7e3d0c60-7ec8-4bad-a140-dfc2e8b8fb73 · outbound

This paper cites Saad Saoud, Z.

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Saad Saoud, Z

Reference 98

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This paper cites an unresolved cited work.

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Unresolved cited work

Reference 99

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Observation c1afd0ca-31d9-486d-bcbd-88775627843e · outbound

This paper cites Synth-SONAR: Sonar Image Synthesis with Enhanced Diversity and Realism via Dual Diffusion Models and GPT Prompting.

A Review of Generative AI in Aquaculture: Foundations, Applications, and Future Directions for Smart and Sustainable Farming Synth-SONAR: Sonar Image Synthesis with Enhanced Diversity and Realism via Dual Diffusion Models and GPT Prompting

Reference 100

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Pith citing papers

No inbound Pith citation observations are available.