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Paper Citation Record · LEDGER

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines

As of 9 August 2026, this Paper Citation Record lists 90 of 90 outbound references and 0 inbound Pith citation observations for arXiv:2607.23321.

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

pith.paper-citation-record.v1
2607.23321 v1

Coverage vector

measured 90 of 90 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T23:47:44.666491Z

measured 90 of 90 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

90 of 90 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved90
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c2412776-a82a-4575-a69f-bb981916b6c6 · outbound

This paper cites an unresolved cited work.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Unresolved cited work

Reference 1

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unresolved
no resolver link, observed 2026-07-31T23:47:37.610783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:37.610783Z digest=sha256:45112d7c5a4cc90513805f4e26c56e207c6f5810e9b221a7fb06600a814d45dd

Observation 1b14e607-b453-4bf0-a5af-bb2bde5c4146 · outbound

This paper cites ACM Transactions on Graphics (ToG) , volume=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines ACM Transactions on Graphics (ToG) , volume=

Reference 2

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unresolved
no resolver link, observed 2026-07-31T23:47:37.653095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:37.653095Z digest=sha256:4a1ec5839c995a49dcff4049bc36152d76de3976e259f5d446c41e2a7975dff9

Observation d8313020-1bfd-4291-8cc2-d882144cc0de · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages =.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages =

Reference 3

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unresolved
no resolver link, observed 2026-07-31T23:47:37.738477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:37.738477Z digest=sha256:a55e4479479c016f65b8e713f7bedd20d99a05b4c8308d5e133e66eff448c8d3

Observation fed93817-7d0d-45ee-bc4d-48cbfaaabc30 · outbound

This paper cites Hasinoff and Dillon Sharlet and Ryan Geiss and Andrew Adams and Jonathan T.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Hasinoff and Dillon Sharlet and Ryan Geiss and Andrew Adams and Jonathan T

Reference 4

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unresolved
no resolver link, observed 2026-07-31T23:47:37.817043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:37.817043Z digest=sha256:f55ed5463ee872993900047546aa82467827042a10ec9e9201d047721cddaf5a

Observation 9cc91ca2-53ea-4aed-aeb8-8f59d264cf1e · outbound

This paper cites Handheld multi-frame super-resolution , journal =.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Handheld multi-frame super-resolution , journal =

Reference 5

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unresolved
no resolver link, observed 2026-07-31T23:47:37.880115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:37.880115Z digest=sha256:95e2eec0952eb2b254617d6b9398e2fe3ab131365a385985d2217d2d2c9e359f

Observation acf4bbe6-0e09-45c0-bf37-a3a4904f0295 · outbound

This paper cites Proceedings of the IEEE/CVF international conference on computer vision , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the IEEE/CVF international conference on computer vision , pages=

Reference 6

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unresolved
no resolver link, observed 2026-07-31T23:47:37.952278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:37.952278Z digest=sha256:9ed7ca16dae2286fa27f8bdb9186c7fcb8a982f60815972ba3cca24a7716247d

Observation 447063ff-40e9-4213-b867-511175afe341 · outbound

This paper cites completely blind.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines completely blind

Reference 7

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unresolved
no resolver link, observed 2026-07-31T23:47:38.010623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:38.010623Z digest=sha256:4051e06009e1eee3625d64be33f16d3a6b6cfc1a7b1e3df21d88b11a6f9b8e9c

Observation 920a0c75-3078-460d-889d-8c31ee7e8654 · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=

Reference 8

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unresolved
no resolver link, observed 2026-07-31T23:47:38.075348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:38.075348Z digest=sha256:c94b90cc1f5f14ac3e61d3f6a5415e64a4c0b0e4298039feced1094f8a7f9fdd

Observation 1268c829-52f5-4eef-83bb-0b64294e67fd · outbound

This paper cites Machine Intelligence Research , volume=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Machine Intelligence Research , volume=

Reference 9

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unresolved
no resolver link, observed 2026-07-31T23:47:38.209682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:38.209682Z digest=sha256:e738da2906dcf1184a755d4d17a077d7b73d87f73c84bdce19ceba8926d3eeed

Observation 8018c487-204b-4a3d-b616-10c4d28934e2 · outbound

This paper cites Proceedings of the IEEE conference on computer vision and pattern recognition workshops , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the IEEE conference on computer vision and pattern recognition workshops , pages=

Reference 10

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unresolved
no resolver link, observed 2026-07-31T23:47:38.264028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:38.264028Z digest=sha256:e3a8d4e2f286334cedf003602aaf2453e2fc0878c8b4e93356e0404405e42c0e

Observation 31b47d3b-0b72-474b-8252-386cc8d6a2dc · outbound

This paper cites European Conference on Computer Vision , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines European Conference on Computer Vision , pages=

Reference 11

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unresolved
no resolver link, observed 2026-07-31T23:47:38.336160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:38.336160Z digest=sha256:2e7c705c614774dedc3a0b6004c9e7580cac0b79a881e853dbb8f21ec3c75163

Observation 910e9619-5c89-471f-8d33-216e7630d630 · outbound

This paper cites 2016 , publisher=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines 2016 , publisher=

Reference 12

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unresolved
no resolver link, observed 2026-07-31T23:47:38.403881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:38.403881Z digest=sha256:f07bcf959051618646926f67bf10bee2919c1d34d71c0e773c5e4f74bf965bde

Observation 8ba366d6-6583-4557-91c1-d352579ab9de · outbound

This paper cites 2015 , publisher=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines 2015 , publisher=

Reference 13

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unresolved
no resolver link, observed 2026-07-31T23:47:38.465993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:38.465993Z digest=sha256:e5d8d4ce7f812291c3aeda7952734212994f5ba7ef2a14ed83f3f3024fa364fb

Observation e8228833-92f4-4abe-a1f9-aea35bf267d3 · outbound

This paper cites 2019 Eleventh International Conference on Quality of Multimedia Experience (QoMEX) , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines 2019 Eleventh International Conference on Quality of Multimedia Experience (QoMEX) , pages=

Reference 14

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unresolved
no resolver link, observed 2026-07-31T23:47:38.525223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:38.525223Z digest=sha256:f423ea4539b987f36a93b0cb9337941717d967a0eb19ea0c180987ff4e504960

Observation 973f89af-83cf-4a46-a3ab-a9a0316be9e7 · outbound

This paper cites KonIQ-10k: Towards an ecologically valid and large-scale IQA database.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines KonIQ-10k: Towards an ecologically valid and large-scale IQA database

Reference 15

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unresolved
no resolver link, observed 2026-07-31T23:47:38.587715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:38.587715Z digest=sha256:176919c08f794bbf4802a98a7557bc931956e7f2054a95f9caee0690bfd7c947

Observation 0c3f80fa-8b24-41db-a157-bbafb1963af2 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 16

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unresolved
no resolver link, observed 2026-07-31T23:47:38.670727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:38.670727Z digest=sha256:55b389657ed52aa4a58d069026f7517b9acd51a8183a7e9fb85ca58b8627e71f

Observation e5e31c2f-e16d-40b2-9c6c-f53948903d89 · outbound

This paper cites Communications of the ACM , volume=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Communications of the ACM , volume=

Reference 17

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unresolved
no resolver link, observed 2026-07-31T23:47:38.753150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:38.753150Z digest=sha256:dc5ce0fa3a20c46cbc7a88bd7632ce238a0224e5f25d548a06cda10703c1cf5d

Observation b481503f-703b-4a75-a9c6-5b96aeedfeb0 · outbound

This paper cites Proceedings of the International COnverence on Advanced Concepts for Intelligent Vision Systems , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the International COnverence on Advanced Concepts for Intelligent Vision Systems , pages=

Reference 18

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unresolved
no resolver link, observed 2026-07-31T23:47:38.835298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:38.835298Z digest=sha256:363f096d2c3a83ffc6926c2fd57083c15579626ec2235da79c607318d7a78bfc

Observation 2475f5c1-8202-4556-ba33-79ba30e3dad0 · outbound

This paper cites Decoupled Weight Decay Regularization.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Decoupled Weight Decay Regularization

Reference 19

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unresolved
no resolver link, observed 2026-07-31T23:47:38.911974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:38.911974Z digest=sha256:42036327f885d1262fd671fe0d39c59bea41b28a7d07215cb60057858e55fb96

Observation 885b27d9-c711-4cb6-8143-5639f2894e42 · outbound

This paper cites PyTorch: An Imperative Style, High-Performance Deep Learning Library.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines PyTorch: An Imperative Style, High-Performance Deep Learning Library

Reference 20

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unresolved
no resolver link, observed 2026-07-31T23:47:38.989638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:38.989638Z digest=sha256:4e2986761bab91cd1b10621fcce14bb56936c3783e7a416687576e97ac2867d1

Observation 04f294ff-d585-4c13-b451-e44f4b343d0c · outbound

This paper cites 2006 , publisher=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines 2006 , publisher=

Reference 21

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unresolved
no resolver link, observed 2026-07-31T23:47:39.082277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:39.082277Z digest=sha256:8520c7cf166d5082b7c099bf6e0ad640273cb3ddff9c3cb815a863cf1302abbf

Observation a395d80d-60db-4328-8ed0-ec098fcec996 · outbound

This paper cites Most apparent distortion: Full-reference image quality assessment and the role of strategy , volume =.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Most apparent distortion: Full-reference image quality assessment and the role of strategy , volume =

Reference 22

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unresolved
no resolver link, observed 2026-07-31T23:47:39.165323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:39.165323Z digest=sha256:596345ed5697717ae3da8c28e76d8a57f054427fcde7345511b9230fe6380669

Observation 15709901-28e5-44e6-9e34-21358b0fbb37 · outbound

This paper cites Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=

Reference 23

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unresolved
no resolver link, observed 2026-07-31T23:47:39.249814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:39.249814Z digest=sha256:f67654f679c8dc95d39ecade1eaca33e5bb4a004e5d7dc45d1d608bedd9dd938

Observation 9f1497f8-cab2-47ba-97d1-7cca2f50faf1 · outbound

This paper cites Proceedings of the IEEE conference on computer vision and pattern recognition , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the IEEE conference on computer vision and pattern recognition , pages=

Reference 24

Resolution
unresolved
no resolver link, observed 2026-07-31T23:47:39.333754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:39.333754Z digest=sha256:26dc7dc2f7f88a14d0ded73365e5fd5d61ed82dd364ce7681abb10735a3311a5

Observation 7a3cf132-4a5f-4018-9453-ebabe698b941 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , year =.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , year =

Reference 25

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unresolved
no resolver link, observed 2026-07-31T23:47:39.414062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:39.414062Z digest=sha256:867c3e11cafcc4f4db5d22736b2290a5d569cbbce1dfec4d0063758265aaff0a

Observation 82d0f0b6-11a6-4cfa-899d-d98b4e5058dc · outbound

This paper cites 2011 , publisher=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines 2011 , publisher=

Reference 26

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unresolved
no resolver link, observed 2026-07-31T23:47:39.492515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:39.492515Z digest=sha256:1eb3d1f24127fd40715210ef3177b977a55770e9c2e09d677f1858f26fe70fcd

Observation 0e79ca5b-f0f8-4072-9169-872278bc1069 · outbound

This paper cites 2012 , publisher=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines 2012 , publisher=

Reference 27

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unresolved
no resolver link, observed 2026-07-31T23:47:39.556851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:39.556851Z digest=sha256:3b3bf4449d8cebe8354b23f3cc46600d8f12e8bc7965631353da1e9892e7a961

Observation 3ebeb93d-2cb0-498e-9828-10bcf4b4c183 · outbound

This paper cites 2012 , publisher=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines 2012 , publisher=

Reference 28

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unresolved
no resolver link, observed 2026-07-31T23:47:39.618374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:39.618374Z digest=sha256:11e57574b1164f9eb848c77dd4c89b1f7c3777bf78ee33063d06d7634a71983d

Observation 613f0e73-306a-40ba-8d7a-bf1de16a9f79 · outbound

This paper cites 2012 IEEE conference on computer vision and pattern recognition , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines 2012 IEEE conference on computer vision and pattern recognition , pages=

Reference 29

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unresolved
no resolver link, observed 2026-07-31T23:47:39.694610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:39.694610Z digest=sha256:147c76c0d049a23e9e8106ed0a471cf718fd60f222006b8d61a5efff7a8af4ca

Observation 9613d763-bcb8-4220-8ed6-4da69cd1706c · outbound

This paper cites 2017 , publisher=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines 2017 , publisher=

Reference 30

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unresolved
no resolver link, observed 2026-07-31T23:47:39.794072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:39.794072Z digest=sha256:a953c2fe359960819f6b0c016ced31e346913e869a82b00361beea7a2774fc79

Observation 6dea6a05-9d0c-436c-9161-71160277ca55 · outbound

This paper cites Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=

Reference 31

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unresolved
no resolver link, observed 2026-07-31T23:47:39.872978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:39.872978Z digest=sha256:ec9c9c182ea73e9d64977f0f5734df5256e606bf2029d02294aeba0f6c014f45

Observation 6a6f094d-c8b8-4618-b8ab-876b6d8020ac · outbound

This paper cites Proceedings of the IEEE International Conference on Computer Vision , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the IEEE International Conference on Computer Vision , pages=

Reference 32

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unresolved
no resolver link, observed 2026-07-31T23:47:39.977215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:39.977215Z digest=sha256:28a6377b3d4a51419583a0b6b3b490ee4edfbd4b104643e606e4e354e3f0d656

Observation c81b5178-c23d-4949-b902-db3867e40fbf · outbound

This paper cites IEEE Transactions on Image Processing , volume =.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines IEEE Transactions on Image Processing , volume =

Reference 33

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no resolver link, observed 2026-07-31T23:47:40.063352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:40.063352Z digest=sha256:151888a19e3cbea77ebc42868190fccb7e64e07b7cdfb0478169991b96139517

Observation 6f6ba991-20d1-40c8-9cae-7c3e8fbcecb2 · outbound

This paper cites Proceedings of the IEEE/CVF international conference on computer vision , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the IEEE/CVF international conference on computer vision , pages=

Reference 34

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no resolver link, observed 2026-07-31T23:47:40.160067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:40.160067Z digest=sha256:a7ee393a2dcdbc8ff2b6b03d150bb262a8faa83075fb6f3321a66796a4fe4b63

Observation fbb073d9-1af4-4957-8eae-cd00301fe57a · outbound

This paper cites Proceedings of the IEEE/CVF international conference on computer vision , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the IEEE/CVF international conference on computer vision , pages=

Reference 35

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unresolved
no resolver link, observed 2026-07-31T23:47:40.229531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:40.229531Z digest=sha256:0cc867921534cc3da707278fdc559d82b23a06a1d1bc611555687bb1f07f23a5

Observation 2460e0f7-d8bd-4d39-bade-bdb9c60e4c1c · outbound

This paper cites IET Image Processing , volume=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines IET Image Processing , volume=

Reference 36

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no resolver link, observed 2026-07-31T23:47:40.293294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:40.293294Z digest=sha256:35dadfd0c040ca87bcbd4cb4f09a07ef058ca9db528198e80950e8d75c4f5b91

Observation 0f6c9a62-6ac3-43ce-b203-4d4f91a2248b · outbound

This paper cites 2014 , publisher=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines 2014 , publisher=

Reference 37

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no resolver link, observed 2026-07-31T23:47:40.395309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:40.395309Z digest=sha256:f820bd90dc12150101011b4ae7f6fe66282afb6a3a46ab23f3e872fedead3a4d

Observation 493ffd1b-a57a-42ab-93e7-c8f44dffda5e · outbound

This paper cites Human vision and electronic imaging , volume=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Human vision and electronic imaging , volume=

Reference 38

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unresolved
no resolver link, observed 2026-07-31T23:47:40.472107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:47:40.472107Z digest=sha256:81743eb512e52446882dafac052a283aaaf13037a9aa88e2985534fd4637c29f

Observation 8d068c12-5c93-45aa-b459-662504773286 · outbound

This paper cites 2012 , publisher=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines 2012 , publisher=

Reference 39

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no resolver link, observed 2026-07-31T23:47:40.540758Z

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Observation fbdb9699-ace7-46bc-a0d4-87dfe3dfc883 · outbound

This paper cites Bovik and Hamid R.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Bovik and Hamid R

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Observation 10cdbc7b-fd4d-4eca-9a46-de3414ce9537 · outbound

This paper cites Signal, Image and Video Processing , volume=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Signal, Image and Video Processing , volume=

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Observation 35d30697-a4ba-465d-a292-b8808088b040 · outbound

This paper cites Proceedings of the Computer Vision Conference , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the Computer Vision Conference , pages=

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Observation 142de079-98e3-4988-914b-ea841b6fd895 · outbound

This paper cites Rempel and Wolfgang Heidrich , title =.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Rempel and Wolfgang Heidrich , title =

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Observation 4ddbb220-8a83-4fc4-8870-72b73236b987 · outbound

This paper cites Human Vision and Electronic Imaging X , volume=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Human Vision and Electronic Imaging X , volume=

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Observation ef127994-3269-45dd-a069-211775c626a6 · outbound

This paper cites Proceedings of the SIGGRAPH Asia 2025 Conference Papers , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the SIGGRAPH Asia 2025 Conference Papers , pages=

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Observation d10e7b3d-cbf8-4a02-9889-02375faba4cc · outbound

This paper cites Egiazarian , title =.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Egiazarian , title =

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Observation 6d55a7b5-60df-403a-962c-c991c3c585a3 · outbound

This paper cites Brown , title =.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Brown , title =

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Observation b72223d4-e868-45c3-9c20-0b3cd5160f54 · outbound

This paper cites Alireza Golestaneh and Saba Dadsetan and Kris M.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Alireza Golestaneh and Saba Dadsetan and Kris M

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source=arxiv_source observed=2026-07-31T23:47:41.272171Z digest=sha256:4f0d3577e3ddda47683f0bb8bf7000dec4cb5f688f02b279197f775c3b48970f

Observation aea22965-5914-4857-8ae6-0a648ca14a3b · outbound

This paper cites 2025 , booktitle =.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines 2025 , booktitle =

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source=arxiv_source observed=2026-07-31T23:47:41.353563Z digest=sha256:92b188fad0b2fb216c8b7cadca071b7ddf158aab33d282d6c42a04b90646827a

Observation fbead09a-be36-413c-ad04-cd324a8e945b · outbound

This paper cites Proceedings of the.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the

Reference 50

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Observation a3944a0f-6a54-4a97-9f30-b70ee3c10ab0 · outbound

This paper cites Proceedings of the.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the

Reference 51

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source=arxiv_source observed=2026-07-31T23:47:41.616966Z digest=sha256:fbb482b2ee02988579d12f438f290f7dd88e1c0f270a842fefa5dcd0a2f66c86

Observation 15fb6194-9a3e-4c04-9ad2-e28297a219a9 · outbound

This paper cites Quality Prediction of AI Generated Images and Videos: Emerging Trends and Opportunities.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Quality Prediction of AI Generated Images and Videos: Emerging Trends and Opportunities

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source=arxiv_source observed=2026-07-31T23:47:41.719080Z digest=sha256:8cab44e77485c23dc6d46f9d0f1dac24408af8c3cdd804749cc5dd32f4dd0a20

Observation 7158cc54-5d37-4751-9946-a1b178d6d459 · outbound

This paper cites Hu and Yelong Shen and Phillip Wallis and Zeyuan Allen.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Hu and Yelong Shen and Phillip Wallis and Zeyuan Allen

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source=arxiv_source observed=2026-07-31T23:47:41.810641Z digest=sha256:158fc8261f9b08e2564d801dfbc90e8f14fab6c5b77085c3586c5108eff4d07c

Observation 3a69ab4e-c633-4cba-b06b-b06d830c48dd · outbound

This paper cites The annals of Statistics , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines The annals of Statistics , pages=

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source=arxiv_source observed=2026-07-31T23:47:41.879155Z digest=sha256:a5a64616b3731c827b011929adc99f3061172fb7269273ac2aba9246d6c3819f

Observation 66894b1b-7538-4958-bddb-40244aca2c02 · outbound

This paper cites Proceedings of the.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the

Reference 55

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source=arxiv_source observed=2026-07-31T23:47:41.971094Z digest=sha256:51a13c6d2a94aef610c42a8643449ff2eb4717e6505a3f0f5e0e47fb7a51e9d0

Observation b869f642-5163-47b6-9c96-e39cba569b85 · outbound

This paper cites an unresolved cited work.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Unresolved cited work

Reference 56

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Observation f1dbc13a-f344-4b8b-b190-7ae9a1f8cc1e · outbound

This paper cites Proceedings of the.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the

Reference 57

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source=arxiv_source observed=2026-07-31T23:47:42.221723Z digest=sha256:ef67b3da54481416a87e16c57fa82aa4d459a71573adade95cb2583e25fc1325

Observation 87c32af5-df9d-4f93-a5b6-6027a5eddfa8 · outbound

This paper cites Image Quality Assessment using Contrastive Learning.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Image Quality Assessment using Contrastive Learning

Reference 58

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source=arxiv_source observed=2026-07-31T23:47:42.284283Z digest=sha256:e5314d77720129e2fe23818df268128e6db9bf2d68e2777459911cdf2fcea244

Observation 56b215d6-e9c8-4100-b0f8-ad45469a5201 · outbound

This paper cites Electronic Imaging , volume =.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Electronic Imaging , volume =

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source=arxiv_source observed=2026-07-31T23:47:42.354254Z digest=sha256:dd7e03d6b9e04ae72a87528cddfbc53ac758062fef48566de2176e887443bcc4

Observation 4a73ada8-ee2b-463a-a595-84e1cf23d5ee · outbound

This paper cites Proceedings of the.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the

Reference 60

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Observation b4790c79-91db-4511-b5fd-449f6421359e · outbound

This paper cites Pacific Conference on Computer Graphics and Applications , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Pacific Conference on Computer Graphics and Applications , pages=

Reference 61

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source=arxiv_source observed=2026-07-31T23:47:42.493018Z digest=sha256:fda0a7e62ba6606c3a86b5ecc5eac9fa7f3a2044a674a3fa61b4abf4b0c8f3c4

Observation d59f6423-644c-451a-a29b-e78e00c8c31b · outbound

This paper cites Communications of the ACM , volume=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Communications of the ACM , volume=

Reference 62

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source=arxiv_source observed=2026-07-31T23:47:42.580304Z digest=sha256:ebb8f28720d8f260005875a4174580ad6a2a0b6b666242c7e57b395e56653881

Observation 006236f5-490e-4f00-b29b-1f2c42581117 · outbound

This paper cites DeepFL-IQA: Weak Supervision for Deep IQA Feature Learning.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines DeepFL-IQA: Weak Supervision for Deep IQA Feature Learning

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source=arxiv_source observed=2026-07-31T23:47:42.686140Z digest=sha256:d898f46ad225f58516ae2fae44448ee754ff4e477d893a314e3273f63be6c48a

Observation edc41f29-9480-4be2-87a4-6484f9396471 · outbound

This paper cites Arnaud and Derek Nowrouzezahrai and Jean.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Arnaud and Derek Nowrouzezahrai and Jean

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Observation b5da86db-4789-49a4-98db-fe7c89daf578 · outbound

This paper cites 2021 , publisher=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines 2021 , publisher=

Reference 65

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Observation a7d6297e-1c2c-445e-b9cb-5b760dc661a7 · outbound

This paper cites Proceedings of the IEEE conference on computer vision and pattern recognition , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the IEEE conference on computer vision and pattern recognition , pages=

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Observation 369c1aa6-e325-48da-b5ed-91ff76b9769a · outbound

This paper cites Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision , pages=

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source=arxiv_source observed=2026-07-31T23:47:42.969982Z digest=sha256:5d73a84564a734318ded39a5c666031380b201a7a6e5a1de754255014cab282c

Observation 6d42f089-f638-463f-9514-96466ba9e26d · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=

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source=arxiv_source observed=2026-07-31T23:47:43.027133Z digest=sha256:698e33bc916e1ecfe2c25145632c990dd8023c1a3a2060ec4b9b74051a45818c

Observation bc560339-5c4f-4f7a-97e9-5c9c1a5d6ec5 · outbound

This paper cites Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , month =.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , month =

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source=arxiv_source observed=2026-07-31T23:47:43.115025Z digest=sha256:122f76c609fc3fef5f5cc1a834a59cb963e85176fc2423571d6505b3e8874156

Observation 150e10d2-330c-4837-8f91-a6afba9bd806 · outbound

This paper cites Applied Sciences , volume=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Applied Sciences , volume=

Reference 70

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Observation 388b0644-8b55-480d-9764-f13def90a3d7 · outbound

This paper cites Proceedings of the AAAI conference on artificial intelligence , volume=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the AAAI conference on artificial intelligence , volume=

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source=arxiv_source observed=2026-07-31T23:47:43.225444Z digest=sha256:0e16471e4e6d9fd1511d43fcc0bbf5cc16f87fb98abb1ac2d2f9e4dffef7e4cd

Observation aca9b305-833e-43b2-a416-9737909454da · outbound

This paper cites Proceedings of the IEEE/CVF international conference on computer vision , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the IEEE/CVF international conference on computer vision , pages=

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source=arxiv_source observed=2026-07-31T23:47:43.335931Z digest=sha256:05f04b80cf84011864e181eefd981cd11b9d06bcd95d56186be695f8fb0205f8

Observation a08ec686-b5c1-4c16-bf54-e91b9682c6ae · outbound

This paper cites Proceedings of the IEEE conference on computer vision and pattern recognition , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the IEEE conference on computer vision and pattern recognition , pages=

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source=arxiv_source observed=2026-07-31T23:47:43.398917Z digest=sha256:15782bd3913d7ea8d87b593b0120d20d2da6f502fc5718aa0e048f9856dbfbae

Observation 3b6c66b0-72f4-4ef7-a550-79a647e398da · outbound

This paper cites 2017 IEEE International Conference on Multimedia and Expo (ICME) , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines 2017 IEEE International Conference on Multimedia and Expo (ICME) , pages=

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source=arxiv_source observed=2026-07-31T23:47:43.515511Z digest=sha256:19257d48a6a33bf41d07c1ad038f6cefeb68e31b9f97f14372fba41182a0f225

Observation 609454bf-5aa2-4041-8c02-44103d725e18 · outbound

This paper cites IEEE transactions on pattern analysis and machine intelligence , volume=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines IEEE transactions on pattern analysis and machine intelligence , volume=

Reference 75

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source=arxiv_source observed=2026-07-31T23:47:43.595895Z digest=sha256:2c8f9d25eb171d6211e7f31bbb176c1b02abbae0e350b872fcdd53df18e2bbb1

Observation 9e7cffb1-da0b-43ec-a345-daddea173d27 · outbound

This paper cites Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=

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source=arxiv_source observed=2026-07-31T23:47:43.679577Z digest=sha256:2c0b731443933de5a7016de3903b2fd1cf949a203b1c3aa33640ede08c66bddc

Observation 132f796d-2e98-4b92-894d-0bdd1c1668f3 · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence , volume=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines IEEE Transactions on Pattern Analysis and Machine Intelligence , volume=

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Observation 2c4e5f5d-9560-4fc9-8bdf-d969123bb589 · outbound

This paper cites European Conference on Computer Vision , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines European Conference on Computer Vision , pages=

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source=arxiv_source observed=2026-07-31T23:47:43.887346Z digest=sha256:872b72408fc841619f389c0b69a473eb0d917a7090b16571dd1dfa87c75d09a5

Observation 2e266a1f-9fd9-4836-939e-e10e0051a174 · outbound

This paper cites Proceedings of the European conference on computer vision (ECCV) workshops , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the European conference on computer vision (ECCV) workshops , pages=

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source=arxiv_source observed=2026-07-31T23:47:43.970563Z digest=sha256:2c8105c89d8de559b19694c1814decd924a0e738a08b88b9b453f1962d4cd2fd

Observation 489ea29e-282d-4e5c-844e-c14d1e40fc70 · outbound

This paper cites Advances in neural information processing systems , volume=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Advances in neural information processing systems , volume=

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Source-reported events for the cited work

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Observation 7e1a8014-fa10-41ea-84a9-2ae99065eca6 · outbound

This paper cites IEEE transactions on pattern analysis and machine intelligence , volume=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines IEEE transactions on pattern analysis and machine intelligence , volume=

Reference 81

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no resolver link, observed 2026-07-31T23:47:44.103328Z

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Observation 1fddd12b-2ac8-434a-bb0d-588fe7a0f20f · outbound

This paper cites International Journal of Computer Vision , volume=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines International Journal of Computer Vision , volume=

Reference 82

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no resolver link, observed 2026-07-31T23:47:44.165239Z

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This paper cites European conference on computer vision , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines European conference on computer vision , pages=

Reference 83

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no resolver link, observed 2026-07-31T23:47:44.226282Z

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Observation 0ad91eb6-ab3d-448f-aed7-ffa358bd5814 · outbound

This paper cites Proceedings of the IEEE conference on computer vision and pattern recognition , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Proceedings of the IEEE conference on computer vision and pattern recognition , pages=

Reference 84

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no resolver link, observed 2026-07-31T23:47:44.288564Z

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Observation 996c53e4-7f0d-46f3-8105-dda3301922b5 · outbound

This paper cites IEEE Transactions on Image Processing , volume=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines IEEE Transactions on Image Processing , volume=

Reference 85

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no resolver link, observed 2026-07-31T23:47:44.349513Z

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Observation 6bee301b-1e7d-44bf-8081-ff71c1aa53fc · outbound

This paper cites Fast Two-Step Blind Optical Aberration Correction , booktitle =.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Fast Two-Step Blind Optical Aberration Correction , booktitle =

Reference 86

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Observation 660e90ec-021b-407d-89dc-09e9963291b4 · outbound

This paper cites A Note on LoRA.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines A Note on LoRA

Reference 87

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Observation ea501757-8159-4735-8091-cc06df0f6a91 · outbound

This paper cites Parameter-Efficient Fine-Tuning of State Space Models.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines Parameter-Efficient Fine-Tuning of State Space Models

Reference 88

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Observation a582b594-9750-44f4-8e63-7a4495569e93 · outbound

This paper cites DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models

Reference 89

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Observation 74db6c88-d978-42ec-9d23-7da66103389b · outbound

This paper cites European Conference on Computer Vision , pages=.

A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines European Conference on Computer Vision , pages=

Reference 90

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Pith citing papers

No inbound Pith citation observations are available.