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Paper Citation Record · LEDGER

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models

As of 19 August 2026, this Paper Citation Record lists 76 of 76 outbound references and 0 inbound Pith citation observations for arXiv:2508.19850.

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

pith.paper-citation-record.v1
2508.19850 v1

Coverage vector

measured 76 of 76 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:30:10.603599Z

measured 76 of 76 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

76 of 76 outbound references displayed

  • verified exact0
  • verified fuzzy68
  • unresolved5
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1ad373be-35d8-475c-8842-19abb91490f8 · outbound

This paper cites Proceedings of the European Confer- 14 Xiaoqi Wang et al.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models Proceedings of the European Confer- 14 Xiaoqi Wang et al

Reference 1

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 19c42d80-55a5-4617-a316-22cc05da6c6a · outbound

This paper cites In: Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (2022).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (2022)

Reference 2

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 9efe9b76-51f7-44e3-a7a1-e30e3b666d95 · outbound

This paper cites IEEE transactions on pattern analysis and machine intelligence 43(5), 1483–1498 (2019).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models IEEE transactions on pattern analysis and machine intelligence 43(5), 1483–1498 (2019)

Reference 4

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 75aa9e15-300e-4e37-9db4-88165d669c68 · outbound

This paper cites In: European conference on computer vision, pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: European conference on computer vision, pp

Reference 5

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 31bb82a9-a1d1-4ca0-927e-e2ba7184879a · outbound

This paper cites In: Proceedings of the European conference on computer vision (ECCV), pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: Proceedings of the European conference on computer vision (ECCV), pp

Reference 6

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation d858c862-adb0-4256-992d-508c45f851c7 · outbound

This paper cites In: 2021 IEEE/CVF International Conference on Computer Vision (ICCV), pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: 2021 IEEE/CVF International Conference on Computer Vision (ICCV), pp

Reference 7

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 46f2cdc7-9110-4bc0-949a-ab51da3ca83d · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition, pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition, pp

Reference 8

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 8d38460c-3a1b-4027-8910-016effea8f7e · outbound

This paper cites Advances in neural information processing systems 34, 3965–3977 (2021).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models Advances in neural information processing systems 34, 3965–3977 (2021)

Reference 9

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 4a6df3f5-4010-4bfb-ab46-892e8b48c6d7 · outbound

This paper cites Interna- tional Journal of Computer Vision 132(10), 4473–4509 (2024).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models Interna- tional Journal of Computer Vision 132(10), 4473–4509 (2024)

Reference 10

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation ce45f59d-55bf-41b8-9efd-537b663454d8 · outbound

This paper cites In: 2009 IEEE conference on computer vision and pattern recognition, pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: 2009 IEEE conference on computer vision and pattern recognition, pp

Reference 11

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 3e8a746a-f85d-4cd0-9e9e-5893c0e32227 · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence 44(5), 2567–2581 (2022).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models IEEE Transactions on Pattern Analysis and Machine Intelligence 44(5), 2567–2581 (2022)

Reference 12

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation ae0f2e33-722c-4775-acba-11d3e3f720cd · outbound

This paper cites In: Interna- tional Conference on Learning Representations (2021).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: Interna- tional Conference on Learning Representations (2021)

Reference 13

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 05c032c2-36f9-4712-be2f-8833844fbeca · outbound

This paper cites In: International Conference on Pattern Recognition, pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: International Conference on Pattern Recognition, pp

Reference 14

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation bd77deb6-d798-4349-b346-4771b8706793 · outbound

This paper cites In: Proceedings of the IEEE/CVF international conference on computer vision, pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: Proceedings of the IEEE/CVF international conference on computer vision, pp

Reference 15

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 52b6e5d2-805a-4098-b1e3-8c518e9711d0 · outbound

This paper cites In: 2019 Eleventh International Conference on Quality of Multimedia Experience (QoMEX), pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: 2019 Eleventh International Conference on Quality of Multimedia Experience (QoMEX), pp

Reference 16

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 3271c328-090e-4f61-a632-aee496c2d5ef · outbound

This paper cites IEEE Transac- tions on Pattern Analysis and Machine Intelligence 45(6), 7457– 7476 (2023).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models IEEE Transac- tions on Pattern Analysis and Machine Intelligence 45(6), 7457– 7476 (2023)

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 86cbb908-9daa-435a-9c91-2eb5d328d478 · outbound

This paper cites YOLOX: Exceeding YOLO Series in 2021.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models YOLOX: Exceeding YOLO Series in 2021

Reference 18

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 507951f9-f044-48ae-a31f-9f87b22a9c0e · outbound

This paper cites Advances in neural information processing systems 31 (2018).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models Advances in neural information processing systems 31 (2018)

Reference 19

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation ca8ef8ab-4373-40ae-84ad-18bc1aa30b0e · outbound

This paper cites an unresolved cited work.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models Unresolved cited work

Reference 20

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 6186e66e-2c52-4cab-937b-10a9d4233a4c · outbound

This paper cites In: 2021 IEEE/CVF International Conference on Computer Vision (ICCV), pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: 2021 IEEE/CVF International Conference on Computer Vision (ICCV), pp

Reference 21

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation d487bdb2-eb2c-4c9a-a907-dc97a141aa1f · outbound

This paper cites IEEE transactions on pattern analysis and machine intelli- gence 29(4), 531–543 (2007).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models IEEE transactions on pattern analysis and machine intelli- gence 29(4), 531–543 (2007)

Reference 22

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 484ae3f9-a334-4b9f-bb93-86e1d9147ee4 · outbound

This paper cites In: Pro- ceedings of the IEEE international conference on computer vision, pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: Pro- ceedings of the IEEE international conference on computer vision, pp

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 2026-08-19T06:32:44.657259+00:00.

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Observation c60abaf2-c551-46f3-a8e4-db6756d78184 · outbound

This paper cites In: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp

Reference 24

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 40d4db1a-8095-4ab3-99ec-d87dbc526323 · outbound

This paper cites Proceedings of the International Conference on Learning Representations (2019).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models Proceedings of the International Conference on Learning Representations (2019)

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 2026-08-19T06:32:44.657259+00:00.

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Observation fd94c5d4-2168-4e66-852e-f7248ecbc832 · outbound

This paper cites IEEE Transactions on Image Processing29, 4041–4056 (2020).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models IEEE Transactions on Image Processing29, 4041–4056 (2020)

Reference 26

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 06110cf6-14c5-44b4-8758-a5646e44dfd2 · outbound

This paper cites In: IEEE/CVF Conference on Computer Vision and Pattern Recogni- tion (CVPR), pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: IEEE/CVF Conference on Computer Vision and Pattern Recogni- tion (CVPR), pp

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.708598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation feeb9f6e-e755-44a3-b1ba-0b41a8359e93 · outbound

This paper cites IEEE Transactions on Circuits and Systems for Video Technology 32(6), 3452–3461 (2022).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models IEEE Transactions on Circuits and Systems for Video Technology 32(6), 3452–3461 (2022)

Reference 28

Resolution
metadata mismatch
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 2ad830e5-cd8f-4a3a-829f-ee13f735272f · outbound

This paper cites URL https://github.com/ultralytics/ultralytics.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models URL https://github.com/ultralytics/ultralytics

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.693095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.392334Z digest=sha256:bb1f229d7eb85c4899e80aca152049331931b28df2b54997bc8b672b30f9bbf4

Observation 4f69a22f-1c4d-475e-b9a5-af17e53ea3e9 · outbound

This paper cites Inter- national journal of computer vision 129(2), 462–483 (2021).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models Inter- national journal of computer vision 129(2), 462–483 (2021)

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.677936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation de73096f-08d6-4100-b40a-71198ca808a5 · outbound

This paper cites In: Proceedings of the IEEE/CVF confer- ence on computer vision and pattern recognition, pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: Proceedings of the IEEE/CVF confer- ence on computer vision and pattern recognition, pp

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.662651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 920e40a8-920f-4f11-9a0f-eeb647ec1487 · outbound

This paper cites In: 2021 IEEE International Conference on Robotics and Automa- tion (ICRA), pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: 2021 IEEE International Conference on Robotics and Automa- tion (ICRA), pp

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.646117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation d648b607-528d-459f-8734-389d52d1d518 · outbound

This paper cites Image Quality Assessment: From Human to Machine Preference.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models Image Quality Assessment: From Human to Machine Preference

Reference 33

Resolution
metadata mismatch
local_arxiv, observed 2026-08-05T15:30:10.698571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.411315Z digest=sha256:64c0eec244e0805f2e9843b14f3a692747d08c07c398c30b36f83ec43801cd38

Observation 49c059d8-2c40-4b73-93f4-8879999bd39d · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine In- telligence 45(7), 8284–8295 (2023).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models IEEE Transactions on Pattern Analysis and Machine In- telligence 45(7), 8284–8295 (2023)

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.628543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.415799Z digest=sha256:a9bacf7404b5f40a77dca4ab80800d05e281f72f09d26edfe3385c331c3ea830

Observation 3b4bc31e-2de8-45e4-ae03-bf9e02963f22 · outbound

This paper cites In: European conference on computer vision, pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: European conference on computer vision, pp

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.613659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.419824Z digest=sha256:c985c91cb2b17fe951d74e8b7caec99519b2f44f7e67382c178b62607284a346

Observation 70c8a552-eb92-40bb-9a39-2d3fa4aab766 · outbound

This paper cites In: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.598428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.424472Z digest=sha256:4ffe98b4728c8222edf52047eda40b9db1567de3deedac4be6b11aedfae18f47

Observation c1a9c975-7650-4294-8493-f13ca2022109 · outbound

This paper cites In: Computer vision–ECCV 2014: 13th European con- ference, zurich, Switzerland, September 6-12, 2014, proceedings, part v 13, pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: Computer vision–ECCV 2014: 13th European con- ference, zurich, Switzerland, September 6-12, 2014, proceedings, part v 13, pp

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.583169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.428938Z digest=sha256:e2e3c2bea3a143033166cdf40f3c96b7b4ac9f6287ef6ce5a50ca5e819412cf9

Observation 9b4471e1-7f1f-47cb-83f2-903f1519e605 · outbound

This paper cites In: Proceedings of the 27th International Joint Conference on Ar- tificial Intelligence, pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: Proceedings of the 27th International Joint Conference on Ar- tificial Intelligence, pp

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.568360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.433691Z digest=sha256:0a7489c795eac5c05fa7ffef71c954ca1ec2f684a02edbe9fc09d33bff9dee5f

Observation b3143c27-62b7-4cce-bbac-cee52ec1b01d · outbound

This paper cites Advances in neural information processing systems 34, 9204–9215 (2021).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models Advances in neural information processing systems 34, 9204–9215 (2021)

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.553158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.438173Z digest=sha256:71c0a0fc567d367003d6a05d196b97810153ee7652029733ab60d5093e518a91

Observation 810139f0-3e14-4f01-b410-636b86fa90a2 · outbound

This paper cites International Journal of Computer Vision 132(10), 4398–4416 (2024).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models International Journal of Computer Vision 132(10), 4398–4416 (2024)

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.536599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.442494Z digest=sha256:49a9edad6c323b9e5e05d99304b4dd5286568db09b8aef1f643e4884d54b8c74

Observation 3c8c25ce-6097-4666-8fef-51ef0a0194de · outbound

This paper cites In: 2021 IEEE/CVF International Conference on Computer Vision (ICCV), pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: 2021 IEEE/CVF International Conference on Computer Vision (ICCV), pp

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.521168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.447440Z digest=sha256:ad3dcf47541807a04313120daeeceea9d2c1dc65b1815445ce97c0d4fc853a56

Observation 660f6a0c-c0fe-4829-8045-a3adebee3d15 · outbound

This paper cites In: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.505818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.451546Z digest=sha256:2c47113d4d3c2277fe68e0d9c05378ddec474b10bcb2f53a2881bce1c012c56f

Observation 70250691-9a76-46c8-9111-653f054959b6 · outbound

This paper cites IEEE Transactions on Circuits and Systems for Video Technology 34(12), 13556– 13568 (2024).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models IEEE Transactions on Circuits and Systems for Video Technology 34(12), 13556– 13568 (2024)

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.490842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.455638Z digest=sha256:9d08a539390bd00c31b2b595e3e7a54374250b6ba096b4c87a61caeb5074d2ba

Observation c1ba673f-40cb-47f5-9fe6-4a7afa1943b8 · outbound

This paper cites RTMDet: An Empirical Study of Designing Real-Time Object Detectors.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models RTMDet: An Empirical Study of Designing Real-Time Object Detectors

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-05T15:30:10.460219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:30:10.460219Z digest=sha256:0a55ab8215a05426c4c4464ea8f1e5a6d8d679f18bc025911ea8f75988c3efc7

Observation 14653c37-47f6-4146-aaf6-9660afe48dc4 · outbound

This paper cites In: European conference on computer vision, pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: European conference on computer vision, pp

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.475801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.464852Z digest=sha256:b8a1941197b2302404ada94e7ec6eb7abade3297852a3351548ae9bc149d885c

Observation f82f6a45-9f8d-4288-8b40-8a6ebe2e8802 · outbound

This paper cites International Journal of Computer Vision 131(8), 1909–1963 (2023).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models International Journal of Computer Vision 131(8), 1909–1963 (2023)

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.459162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.469161Z digest=sha256:79010b5278dfc8fb70b0fb5ef4c70d872267a1c9ae188070fec3949e26f33b44

Observation f93017f0-eeff-4918-b2f2-dcd41298f127 · outbound

This paper cites In: 2023 15th International Conference on Quality of Multimedia Experience (QoMEX), pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: 2023 15th International Conference on Quality of Multimedia Experience (QoMEX), pp

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.442754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.473472Z digest=sha256:138eaca2405179cbaecdb5659b1cb1b65fbea0345b2af7f87c68d7a4a5b484e6

Observation b56cf215-63f3-461d-8c6a-0fd5eda02f0f · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine Intel- ligence 43(4), 1239–1253 (2021).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models IEEE Transactions on Pattern Analysis and Machine Intel- ligence 43(4), 1239–1253 (2021)

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.426769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.477636Z digest=sha256:2aaa28465d170d9811f718e6fc6409bf21c1989fa68d1813cec969167f9e5497

Observation da97bf15-7cda-44bf-8f6e-c84653102832 · outbound

This paper cites IEEE trans- actions on pattern analysis and machine intelligence 39(6), 1137– 1149 (2016).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models IEEE trans- actions on pattern analysis and machine intelligence 39(6), 1137– 1149 (2016)

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.410695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.481785Z digest=sha256:f211f501f7fea3e0c168104a4e19e22b4bea2ce9cfcdd908c4d2088021b2f671

Observation b473eb2b-8f4a-4293-a951-afa816fd44fa · outbound

This paper cites In: European Conference on Computer Vision, pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: European Conference on Computer Vision, pp

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.393806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.485809Z digest=sha256:5e0376585c3910577327f3c8beeb9884abc494f42cbfc80819db7a265b63f421

Observation 40f0608d-3ef1-43f5-a7f3-931143b43277 · outbound

This paper cites Radiology: Artificial Intelligence 2(1), e190015 (2020).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models Radiology: Artificial Intelligence 2(1), e190015 (2020)

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.375362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.489837Z digest=sha256:0261b5f6d5ccc6887bc789af7e4ab1a8da39634e4d0bb4d3671007122aeb4628

Observation 3d0500e3-e444-4c76-aa03-6403fd00b4fe · outbound

This paper cites ACM Computing Surveys (CSUR) 54(10s), 1–49 (2022) 16 Xiaoqi Wang et al.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models ACM Computing Surveys (CSUR) 54(10s), 1–49 (2022) 16 Xiaoqi Wang et al

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.358500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.494135Z digest=sha256:aaefe000bd814a17b3ea283edbff0f3f65279490ffcf67b44f67047c3e700573

Observation 94465b57-3214-4b1e-94d3-156d5ae1c04b · outbound

This paper cites IEEE Transactions on Image Processing 19(6), 1427–1441 (2010).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models IEEE Transactions on Image Processing 19(6), 1427–1441 (2010)

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.341990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.498190Z digest=sha256:a9fe57214897bc391b6e0796d8183a7963f5b2c24ef6e1d5ee602c37c25f2d57

Observation 3895af1c-5bae-4c95-bec1-781211577122 · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-05T15:30:10.502576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:30:10.502576Z digest=sha256:6a66a46afc588bd404d363d31a83543fd8493f32971552bb7e1a4e33be2f2b89

Observation a1543472-ddb0-4ba7-9f24-ab5e609874d4 · outbound

This paper cites In: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2020).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2020)

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.326555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.507097Z digest=sha256:6f91391feeee0e71708db34e6819a1dff35d7a3e1088d5e80d1e5b6794c6752e

Observation f65ecea9-28a6-4219-87bb-7134be54dde5 · outbound

This paper cites In: Proceed- ings of the IEEE/CVF conference on computer vision and pattern recognition, pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: Proceed- ings of the IEEE/CVF conference on computer vision and pattern recognition, pp

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.311255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.511641Z digest=sha256:204c9665e42b6abd33c211773ad1f17587d38ae9e6a98ace45e39ba31d7caeb7

Observation 09621ef6-0c44-46f7-8221-2ca8a4eb2dec · outbound

This paper cites In: Proceedings of the AAAI conference on artificial intelli- gence, vol.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: Proceedings of the AAAI conference on artificial intelli- gence, vol

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.290832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.515844Z digest=sha256:357f933d6d996887df989cb1cbeb29631734624e9390b327325eded7720e378b

Observation f39f502d-3a44-4094-8d97-38438293d324 · outbound

This paper cites IEEE Transactions on Image Processing 27(8), 3998–4011 (2018).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models IEEE Transactions on Image Processing 27(8), 3998–4011 (2018)

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.274720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.519988Z digest=sha256:80e2fb9a8709be3ce729e931838902def4acaa619983e04118808d5c6d5595b5

Observation 8c1e5936-f969-4cf2-b827-9c0e285fae3f · outbound

This paper cites In: International conference on machine learning, pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: International conference on machine learning, pp

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.255007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.524175Z digest=sha256:1845eb6bd6fd2052aef1a59283a15b071768266126979735be2370e21f1d7d50

Observation e6dd092c-9be2-4c15-b949-cd46906ec011 · outbound

This paper cites Advances in neural information processing systems 34, 24261–24272 (2021).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models Advances in neural information processing systems 34, 24261–24272 (2021)

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.236305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.529098Z digest=sha256:4a7f7a98e39678983e33de4193bb3be2c9e679ad593991ed135609f957e58b49

Observation a9b7ceee-9376-4b02-ba4c-976c410fbe5d · outbound

This paper cites In: International conference on machine learning, pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: International conference on machine learning, pp

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.213022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.533688Z digest=sha256:3c853fc35e84665d1031aa08abe4c0c579f0cd275e7e6be1bd667224db739040

Observation 5db43a95-5291-4009-b7db-d42338318d91 · outbound

This paper cites In: 2021 IEEE/CVF In- ternational Conference on Computer Vision (ICCV), pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: 2021 IEEE/CVF In- ternational Conference on Computer Vision (ICCV), pp

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.194919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.537861Z digest=sha256:103dbe18e0e14ce42470bba83e29a0064b84b0fdcc869506519fcbac6df7bab2

Observation 9ccd40b3-10d8-457a-9f8e-747daaa0a958 · outbound

This paper cites Electronic Imaging 34, 1–6 (2022).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models Electronic Imaging 34, 1–6 (2022)

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.176333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.542035Z digest=sha256:43e1fc0087bfd7850b74d1736344eab0e2ce4d12b692ded519c1198cafec05d7

Observation 2f882b3b-7956-4889-93ce-5df93b12aa05 · outbound

This paper cites In: Proceedings of the IEEE/CVF international conference on computer vision, pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: Proceedings of the IEEE/CVF international conference on computer vision, pp

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.157874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.546217Z digest=sha256:297069e7d719c442dd3ce36b937abb7a2fe6f97269a2d91593d9c19cbe884782

Observation ae038ff5-e7f3-48ea-8681-aee10e3fffc1 · outbound

This paper cites IEEE Trans- actions on Image Processing 13(4), 600–612 (2004).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models IEEE Trans- actions on Image Processing 13(4), 600–612 (2004)

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.132830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.550510Z digest=sha256:797eb2c97b329fc04faaf1ad8880025d3a222f1c3e81f3ef484d3b8df0258361

Observation 9255568e-b1ec-470c-b4e0-36350f41c6c4 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition, pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition, pp

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.112945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.555016Z digest=sha256:d4b4b97cefd105160a25f3b54910f5fd9e2d45c5f37962341b6d412e21252635

Observation 68bdc5d3-8d47-42c3-bd61-7e1b5d88da38 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2019).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2019)

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.096783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.559646Z digest=sha256:3dae9f40ef4718191ff356b50002c515142e4bdeed9debc9434f2dd1661e5df7

Observation 45869073-43b1-42bc-a4e6-4922dbe3c12b · outbound

This paper cites In: IEEE/CVF Con- ference on Computer Vision and Pattern Recognition (CVPR), pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: IEEE/CVF Con- ference on Computer Vision and Pattern Recognition (CVPR), pp

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.081216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.564233Z digest=sha256:7e828eb7734cdbc6a7c12f06ebea22381baa1091fb263b48f99713a5e7ff5b40

Observation 6d17446f-ba3e-44a0-8c74-86de698b3760 · outbound

This paper cites In: 2021 IEEE/CVF International Conference on Computer Vision (ICCV), pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: 2021 IEEE/CVF International Conference on Computer Vision (ICCV), pp

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.060675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.568514Z digest=sha256:f2a4cd520e553b0d923613138fc334215ead64ec272fde34a6334bf3d7f212fc

Observation d1643d33-83b2-4a0a-9418-5e77cc219024 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recog- nition, pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recog- nition, pp

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:11.040996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.572811Z digest=sha256:3282f0d82a500555b3c0e05b9cfb69657cf70222899067b572f434677b895a28

Observation 413a7f35-7714-40c3-be27-8142f4686442 · outbound

This paper cites an unresolved cited work.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:30:11.020370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.577300Z digest=sha256:a0dc0ceb9911ef1060c723232f13865bdb61cb0c0a7d838843709a00f764c6dd

Observation d80f996f-8555-4267-8cbd-774fdb261142 · outbound

This paper cites In: The Eleventh International Conference on Learning Representations (2023).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: The Eleventh International Conference on Learning Representations (2023)

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:10.999048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.581500Z digest=sha256:8c98ba1cf4f9116ba613ccfca853893fab3d16e026f875c095b9eef2b0248f3b

Observation 7d0a5ad4-a934-4170-b912-ccb7ba9937c9 · outbound

This paper cites IEEE Transactions on Image Processing 23(10), 4270–4281 (2014).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models IEEE Transactions on Image Processing 23(10), 4270–4281 (2014)

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:10.981730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.585677Z digest=sha256:52aeabeb4a4091dc248961d5dedf7db22b5d431ddd81c93875b6f3b65ff795e1

Observation 82289174-ab17-4459-9182-68f7ff71a96e · outbound

This paper cites In: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2018).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2018)

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:10.964632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.589993Z digest=sha256:51fa104858f0b68388a8c8a4597300a141b6aba5b742a0b1791de2b745b11fd1

Observation 3020b8bf-7b6d-4ad3-b01e-d3c793dc4ccf · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition, pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition, pp

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:10.947776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.594555Z digest=sha256:cfaad159d309a16ea7c37dcadb6e5fe94f55ae58662c311166d3dda24f495302

Observation 41a649e4-34bf-40b5-84f1-449fc20647d8 · outbound

This paper cites In: International Conference on Learning Representations (2021).

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: International Conference on Learning Representations (2021)

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:10.931070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.599205Z digest=sha256:bf71281582b512964a23ccdd02550114528c9ad5c9b5a7f95c232488b6588ec2

Observation c15c9107-b962-4f85-a881-e816868d92a0 · outbound

This paper cites In: Proceedings of the IEEE/CVF international conference on computer vision, pp.

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models In: Proceedings of the IEEE/CVF international conference on computer vision, pp

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:30:10.915008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:30:10.603599Z digest=sha256:ee92a8b1391a945689cae8ca908eca2dc67adbe0fa34439ee0ae896c30734e67

Pith citing papers

No inbound Pith citation observations are available.