Pith. sign in

Paper Citation Record · LEDGER

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement

As of 11 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 0 inbound Pith citation observations for arXiv:2605.07457.

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

pith.paper-citation-record.v1
2605.07457 v1

Coverage vector

measured 71 of 71 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-11T02:19:16.677800Z

measured 71 of 71 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

71 of 71 outbound references displayed

  • verified exact5
  • verified fuzzy36
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch24

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ab4ec921-ae1b-4592-8e97-41536a53b16e · outbound

This paper cites In: Proceedings of the ACL Workshop on Intrinsic and Ex- trinsic Evaluation Measures for Machine Translation and/or Summarization (ACL Workshop).

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement In: Proceedings of the ACL Workshop on Intrinsic and Ex- trinsic Evaluation Measures for Machine Translation and/or Summarization (ACL Workshop)

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.758117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:9e7b31263a87385dd6b25228df028281730eb608e0d56fbf0b16c84bbc21e5e0

Observation 516ce9a3-5929-4786-a18f-adb630cab619 · outbound

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

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.765906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:03894bfd8bf8c342420393f927ca28f229355ea1b663459ad1f7e48454226715

Observation f44ff460-b38c-4da1-b715-93341b742a4d · outbound

This paper cites In: Weiss, Y ., Schölkopf, B., Platt, J.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement In: Weiss, Y ., Schölkopf, B., Platt, J

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:45:57.119069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:5fa23f376ce821507061cbdc31b9d39314e79cdc0d921edd2e62c8a5cdc5a5ba

Observation 4c6d2642-2c15-4fc3-9df4-da0e4926a2e4 · outbound

This paper cites an unresolved cited work.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-05-14T13:20:40.746077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:46133b7b626bca2a580b622e6dcc9007674835b63d565b95c97cb29bd6e7bf24

Observation a0948a28-122b-4265-a38f-9463fc8326b0 · outbound

This paper cites In: Proceedings of the IEEE/CVF international conference on computer vision (CVPR).

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement In: Proceedings of the IEEE/CVF international conference on computer vision (CVPR)

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.735130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:1875fbd29dcb46b02c36173674ba7c3f93a2c647e1c8e3b2ae63b310d75938e2

Observation 78a49699-98f1-4b84-b32e-753c0f4cce8c · outbound

This paper cites In: Platt, J., Koller, D., Singer, Y ., Roweis, S.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement In: Platt, J., Koller, D., Singer, Y ., Roweis, S

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.738600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:948e596f4ffb463a53f3c40685654404b98783fb3269d7875544517ddba49821

Observation 16c6229b-8a5c-419d-a806-e16c3f47fcd0 · outbound

This paper cites In: Proceedings of the International Conference on Learning Representations (ICLR).

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement In: Proceedings of the International Conference on Learning Representations (ICLR)

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.749702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:8ef1877f4c33afe4965f1e761edab3d17945c91ad1656e9559e55bcb48fba759

Observation ae627724-bd3d-4a97-9aa1-c67cd849ce2b · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 8

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T03:45:57.079174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:fa9ff8277ac78126aa608806dbd12d9d34e58659cc1092d351d95219442a93ae

Observation 351ba740-7edf-4c3f-8e1d-80d986a3181d · outbound

This paper cites In: ICPR (2016).

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement In: ICPR (2016)

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.772807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:f052bf77c2d9f96b44ca647666f8d8b491942d44fdad1f560ab4994848d08515

Observation 29a37d4c-020b-4769-9c9a-3d99f4d7da78 · outbound

This paper cites IEEE Transactions on Image Processing27(10), 5142–5154 (2018).

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement IEEE Transactions on Image Processing27(10), 5142–5154 (2018)

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.879436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:568e165d05dc7b4b34f2252b6954b99b333831f123bb66f3e7228c52194f6163

Observation 3e640441-5b75-40e7-b057-0c5cb27f8a27 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2025).

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2025)

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.891393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:8caf54a2a0a74b7e8bf77e57d262e9f1dbeef130b1a3c97d9964a58636f9efcd

Observation e98dae82-783a-4fe4-b99d-2808c20f434a · outbound

This paper cites In: Proceedings of the International Conference on Machine Learning (ICML) (2024).

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement In: Proceedings of the International Conference on Machine Learning (ICML) (2024)

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.855875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:55ee0f54e5ac29d392114abbf3da0818f02e6c256b0b88470ea7fbcf07e211d4

Observation 042b6fa2-7849-4853-8a92-663cd249eade · outbound

This paper cites In: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP) (2021).

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement In: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP) (2021)

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.859344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:3228674c90a11682e23753119bd4851208404cdcbecf413c64c4f252d2cabb29

Observation b4eb36cb-b754-429d-858b-8db27fa3e855 · outbound

This paper cites In: 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement In: 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-11T02:20:52.595733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:ce98a5f56453a7ead7a3c949ea87927f59c95d01c0875e76a844649273c49977

Observation 22db7aa8-fb26-4b23-bf68-1a3d723c4ea8 · outbound

This paper cites an unresolved cited work.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-05-14T13:20:40.832281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:cb82e19fae9c5ce7225af3ab2bbd4cb3a64aaa184dbac58230ab0aa7caa9bdbd

Observation 98723752-e128-41bb-ae88-5b38b9618f2a · outbound

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

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement In: Proceed- ings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.828513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:3d11776b564db404594a1a25a6248ab5fa77f9c268a399c49991f65fa5b3c07b

Observation dd2434b9-a5e0-4ba4-963c-486192a124a5 · outbound

This paper cites In: Proceedings of the International Conference on Learning Representations (ICLR) (2022).

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement In: Proceedings of the International Conference on Learning Representations (ICLR) (2022)

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.836174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:739e48fbf12fd22ee75ea2d960fe6dcbc0de397a99c555c62176535a5f8950d9

Observation 4b95b68f-ad95-4e31-8a94-8c4e62bbf25d · outbound

This paper cites Understanding the planning of LLM agents: A survey.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement Understanding the planning of LLM agents: A survey

Reference 18

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T18:12:57.765583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:9b1150ff96f10397168c40428244a7f9afeb2e192b662036bf5bfb0e3c2afd90

Observation 922c6735-2938-4607-b851-72a73d4ed93e · outbound

This paper cites In: ICCV (December 2015).

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement In: ICCV (December 2015)

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.784926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:0ca86859c390f3403b643113662bcd29972d6ea37f3b25cec8ebb30a3e6070bd

Observation d5ee3d57-1b84-454c-abf6-29bfdf6c3c4b · outbound

This paper cites HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing

Reference 20

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T03:45:57.143745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:3aadb9a61e6233aedc6738000c03602c51ae816bb1bc0f4e21a51bdd3a068a7f

Observation 9e463497-a0b3-47a5-a00c-b0753e689b32 · outbound

This paper cites an unresolved cited work.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-05-14T13:20:40.843791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:ae8865a2aa0d025886b970c9501d5160d0c4134b161f4b72abf022756b6e53f6

Observation b9ec2e7f-3bc9-4716-83e0-90b73f6f1e89 · outbound

This paper cites In: Proceedings of the International Conference on Learning Representations (ICLR) (2024).

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement In: Proceedings of the International Conference on Learning Representations (ICLR) (2024)

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.823190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:9e9d4db666900df1df7f31dbb21fe7b81f8249364f73481a4d7b499c7cabf7f6

Observation 9804b896-5ab5-4f81-ba8d-80c50ba46cfa · outbound

This paper cites In: Proceedings of the IEEE/CVF Interna- tional Conference on Computer Vision (ICCV).

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement In: Proceedings of the IEEE/CVF Interna- tional Conference on Computer Vision (ICCV)

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.811767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:39004786a88c3f095259cab021de2ec33e91c8127efbb568b1c160d895fce4a5

Observation 79b3a5a1-afd2-43d6-987f-e1f3047fa305 · outbound

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

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.848115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:dcc7c051e64e60a658ee165be0e01538a050fa1f5dbe8b814a04ee6f20787570

Observation a2ae4bd6-40c9-437f-9401-4c831dd28803 · outbound

This paper cites Editthinker: Unlocking iterative reasoning for any image editor.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement Editthinker: Unlocking iterative reasoning for any image editor

Reference 25

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T03:45:57.101412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:05168105feb45a13fdd1b8260e0b32917a9459a58365f9452096db2e7c651061

Observation ef4212eb-5528-4cd1-b6e5-390d1812199c · outbound

This paper cites Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate

Reference 26

Resolution
metadata mismatch
arxiv_id, observed 2026-05-14T00:00:16.565169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:593ede57757cbadf6bb4c36ad65ede2f133d46c0376930d663a433b0bdbf68cb

Observation dd8d440c-e847-4294-9142-c77b81604606 · outbound

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

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.852430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:e2c64e26053ca47ca1a348cb6c38a5f5699fcd434718f408494503f2add8bf19

Observation 73051713-59f9-4138-a81e-68c17a7d949d · outbound

This paper cites In: Text Summarization Branches Out.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement In: Text Summarization Branches Out

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.803741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:08cc22dc7d4d3dc4e9848a5f2103105802d52ecd8232a1170be5b0a54e76c2c9

Observation 2c924fe4-4fca-46f7-8ff5-c916e37cf76e · outbound

This paper cites IEEE Journal of Selected Topics in Signal Processing (2025).

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement IEEE Journal of Selected Topics in Signal Processing (2025)

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.807879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:1e4dcaddf0fdec482b19e298dcf02fe88c5c7c0c4738420dcad4e0be61f7e22a

Observation d47903d4-2cb9-49e6-b5a7-99c9ef0b9002 · outbound

This paper cites Step1X-Edit: A Practical Framework for General Image Editing.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement Step1X-Edit: A Practical Framework for General Image Editing

Reference 30

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T14:36:42.350422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:62a2a4d88a166c9c6ccd40d9c008c5e34937769f29325fda0191da6076693c04

Observation 6ecf0801-a749-4d26-9e55-aa039b1fd592 · outbound

This paper cites Neurocomputing507, 250–264 (2022).

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement Neurocomputing507, 250–264 (2022)

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.815770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:3374f27a8141af9f325805b24ce3e298f3fc76788a8b23abcd0447bdf9dcb564

Observation b28a7b71-9196-487c-9983-0d06accc00c8 · outbound

This paper cites Ovis2.5 Technical Report.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement Ovis2.5 Technical Report

Reference 32

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T20:30:17.288454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:dc3cfa4d18a4684d2ae2795f207ce1953e30a93315e7ea006f643c6144fe228d

Observation f47c1a17-f60d-4aa1-b3a4-b5d4ebfcd811 · outbound

This paper cites Editscore: Unlocking online rl for image editing via high-fidelity reward modeling.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement Editscore: Unlocking online rl for image editing via high-fidelity reward modeling

Reference 33

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T03:45:57.151125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:b29a04f7bcbb4225de05b935bb279069003f32037ae90afd27e71b7533ed8757

Observation 54c55aaa-c154-4855-bd84-e4da4f84c40f · outbound

This paper cites arXiv preprint arXiv:2508.02363 (2025) 12.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement arXiv preprint arXiv:2508.02363 (2025) 12

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:45:57.068795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:a965d80538f40e248397c985b4bdc151d98c8c8acc54aef4ee901d1b20950b23

Observation cd36baac-1e25-4e24-83f5-8587a9e8a6dc · outbound

This paper cites ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Reference 35

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T03:45:57.110910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:1a0ae000a27bde3bdce09d520b6d4322219d9043bf417e262994f8c8155e8a2a

Observation af4a9fd6-86fd-484b-a227-557d21da6cb4 · outbound

This paper cites Efficient Estimation of Word Representations in Vector Space.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement Efficient Estimation of Word Representations in Vector Space

Reference 36

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T03:45:57.092618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:aa51ecab69dda5a8b2796aa47f99937d28c43b735a5f068ae4735c9548dd5d2a

Observation c0f50418-f66d-4524-899e-9c0384e6a388 · outbound

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

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.796564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:b2ba14c34c234384871634cdc63587df03cddf5618e7560b68e4dc346514b859

Observation 5f25ee9e-3dc2-4896-89a4-26bc8a942557 · outbound

This paper cites an unresolved cited work.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-05-14T13:20:40.800079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:784e18fed4b42d587eaab9991c2b3cb143eefe6812a398e1b767b183d40c997a

Observation ef7d0fe4-66b7-4bee-813c-f38651fd59bd · outbound

This paper cites an unresolved cited work.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-05-14T13:20:40.819433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:0bbb0739600838c292900dda7dce91caba0d5f03c41bdc9d2a773aa0b82cc923

Observation 7a2f5690-d212-4eca-affd-442b668c55de · outbound

This paper cites Pico-banana-400k: A large-scale dataset for text-guided image editing.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement Pico-banana-400k: A large-scale dataset for text-guided image editing

Reference 40

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T03:45:56.911417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:10c48e798c3a3caa045c97937f1c11fb3648abaafa50515efa45a79feb9448b3

Observation 258db95d-9c56-471a-851d-0506eada6fc1 · outbound

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

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.840215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:187394b3ecc606ee61ecc6b743dc94b595351871f79c620873220d22ab799cd2

Observation c67bf0dd-bdcf-4d67-8fe9-619a6bf19ba8 · outbound

This paper cites arXiv preprint (2025).

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement arXiv preprint (2025)

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.863452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:e0e7983f94b8f842045092b8361089bd07fd61487c0c8e11364654914d573c8f

Observation ca7277aa-df96-413b-8c02-4c312dcad0d3 · outbound

This paper cites IEEE Transactions on Image Processing (TIP)15(2), 430–444 (2006).

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement IEEE Transactions on Image Processing (TIP)15(2), 430–444 (2006)

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.742218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:781ecaa42d124be856fadd177ef5fa545a691da18ee9b90a86d3c71f54180675

Observation 33762a89-d666-4b6d-bc2a-a0c0bb2fa70c · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2026).

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2026)

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.776688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:de2fb56d809d0e76177755babb123293a5824eaf3cbdc7d33fe79bbfe4bca876

Observation 5268a909-166b-46a1-ba30-09d96242b6a0 · outbound

This paper cites IEEE Transactions on Multimedia (TMM) (2026).

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement IEEE Transactions on Multimedia (TMM) (2026)

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.781049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:89f593f3b6c5fbce313318e80fd1d3713998be8e9eddf6d02d5513bdc15d5274

Observation ec1ba146-5872-4626-bd66-1efbe2c5afe0 · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV).

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.730948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:ff4fdfffb0c17b453c68fe6cbccb07c21ba382dd28d85b90ee4cb406f9a4718e

Observation d63128f8-e1a8-4f57-ae31-0799a8846894 · outbound

This paper cites I2i-bench: A comprehensive benchmark suite for image-to-image editing models.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement I2i-bench: A comprehensive benchmark suite for image-to-image editing models

Reference 47

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T03:45:56.930616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:d167939f8e910dc96a4dbd4b1831ec50ce09285e2a9e70a7f159b4f5e1729eaf

Observation b3a2921c-571a-463c-be4d-6d00e6a5a5b6 · outbound

This paper cites arXiv preprint:2509.04545 , year=.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement arXiv preprint:2509.04545 , year=

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:45:57.041414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:b76d72936968d3fe6edbae2a5b973b59a73e41ab295130b90371d46a16f05c67

Observation daaf452d-bbe8-47d2-a34a-629a2c0e4cf7 · outbound

This paper cites InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Reference 49

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T03:45:57.053347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T17:38:12.771444+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:e7a8a6f3e448b9419b286fd0c3b3c1e6d3fb7fa45e353be41bf5f3c847e95218

Observation 1a6ebaf8-6c21-4c9a-8b16-becd7fb6209e · outbound

This paper cites IEEE Transactions on Image Processing (TIP)13(4), 600–612 (2004).

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement IEEE Transactions on Image Processing (TIP)13(4), 600–612 (2004)

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.761802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:ec5b5af5529adb96eb4ba3378e92d457f5326d3bdc7c3b42cbbf7b7f189eb15d

Observation 97ea4389-beab-45d8-87c6-1e5b0f0102b3 · outbound

This paper cites Skywork unipic 3.0: Unified multi-image composition via sequence modeling.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement Skywork unipic 3.0: Unified multi-image composition via sequence modeling

Reference 51

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T03:45:57.011343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:dbe952f029f428d90a6eda37f03e536a5d76815e82a51e0eaa211e085203a47f

Observation bc446e68-f677-49a2-945b-c5c617d8eecc · outbound

This paper cites Qwen-Image Technical Report.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement Qwen-Image Technical Report

Reference 52

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T03:45:57.005081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:6bdf8fef0e9c2069902089ade5ebb140ca12c7e66ae92670d5c348e0a9abdeac

Observation 192fc214-3048-4529-bc50-b3b36f17304a · outbound

This paper cites OmniGen2: Towards Instruction-Aligned Multimodal Generation.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement OmniGen2: Towards Instruction-Aligned Multimodal Generation

Reference 53

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T03:45:57.029439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:c6ecf7d07a1f587c54e54b01244321b5e81e8fc07387b7aea532102aa038aed5

Observation a0dfeac1-2284-40c4-85d8-527b24cdf630 · outbound

This paper cites Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels

Reference 54

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T16:35:48.845096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:94a788e1dfbf75343174bb61956588d868668e332e941affcf12adc90e88ef05

Observation 5fbe4ec7-9766-4aa2-b790-90bc9a16137d · outbound

This paper cites Editreward: A human- aligned reward model for instruction-guided image editing.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement Editreward: A human- aligned reward model for instruction-guided image editing

Reference 55

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T03:45:56.939612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:efcff03992bb666fa26b3faaec6d277f332382b6639833e2aaac0817e0cb4c9a

Observation 40b71278-c8ce-4f44-aba7-090417649a7b · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 56

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T03:45:56.973589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:5814dd1f587847961369066ee8686e6bfff0d1a2fa24439b41e50c51589949b3

Observation 66e84a1a-27d9-48c6-953f-f692cc461836 · outbound

This paper cites KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models

Reference 58

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T03:45:56.946683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:73bde2e1856352801163acea0b76a90aacf1c362c9a34574c2d875b971bd84b5

Observation f2ce3fa6-9436-4ff4-b357-f7d0a5a8a9ce · outbound

This paper cites Dreamomni2: Multimodal instruction-based editing and generation.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement Dreamomni2: Multimodal instruction-based editing and generation

Reference 59

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T03:45:56.961051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:45508a28a637798807a1745958ee18c4e7d318e8372c2270398487a50ef2ada6

Observation 384b32d7-6a7c-431f-8d78-d251fbb07182 · outbound

This paper cites Edithf-1m: A million-scale rich hu- man preference feedback for image editing.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement Edithf-1m: A million-scale rich hu- man preference feedback for image editing

Reference 60

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T03:45:56.917916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:eee06cbe2854aefa9ac616fe594dde5dc3ce7151aab72eb808e86a638cb05919

Observation 70cbd27d-e88f-46d2-962f-457df072fdb3 · outbound

This paper cites In: Proceedings of the ACM International Conference on Multimedia (ACM MM).

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement In: Proceedings of the ACM International Conference on Multimedia (ACM MM)

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.753452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:85c32df50004d97d14344a7bb4b96c675de8f767890104fd6afb32270b303827

Observation ad7c86e9-f8c9-46fa-864c-4ede37a0c9de · outbound

This paper cites In: IEEE International Confer- ence on Multimedia and Expo (ICME).

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement In: IEEE International Confer- ence on Multimedia and Expo (ICME)

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.769608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:8b5b06baad900e7a1e1824ca359b3002fb63b9d39ad5c26ff764a626c338c272

Observation 6a031938-c1b2-489f-bdcd-e2a2d9ba6a33 · outbound

This paper cites an unresolved cited work.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-05-14T13:20:40.867202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:55d11a85564c28aedab1f04aa509eddaee58ff238577cbe36fb45c5d4d69914e

Observation 34d8c8a3-70c4-495d-9021-1d9cb53c9432 · outbound

This paper cites IEEE Transactions on Image Processing (TIP)23(2), 684–695 (2013).

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement IEEE Transactions on Image Processing (TIP)23(2), 684–695 (2013)

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.875473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:615de9a5d9ddd4446cbdefe9cebe021b3afe6807b21b9bfde37b0751bd192343

Observation 86a0fb94-8da7-494a-840f-c42fa3814d79 · outbound

This paper cites Qwen3 Technical Report.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement Qwen3 Technical Report

Reference 65

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T03:45:56.966679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:5ee9b542e4ce9809646fde961bae70b5bc3271c8d9267683f71acf77def54d0a

Observation b814d2c2-7497-459a-9bad-0247b9473f70 · outbound

This paper cites IEEE Transactions on Circuits and Systems for Video Technology (2025).

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement IEEE Transactions on Circuits and Systems for Video Technology (2025)

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.871682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:f3e404e3d543465bf6d74b25ecbae724f0acfd52b7c770a97eaa47ca4e48ed68

Observation 1da4b924-c15a-4b9a-99b9-1a79a6eb3c29 · outbound

This paper cites Agent banana: High-fidelity image editing with agentic thinking and tooling.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement Agent banana: High-fidelity image editing with agentic thinking and tooling

Reference 67

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T03:45:56.980915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:088f0d20e229579e7d8505088b7f3dabc5f25334481203cd6a68a38baf2ab5a6

Observation 3ddd7204-be09-456e-894e-b51411542029 · outbound

This paper cites In: Proceedings of the Conference on Associa- tion for the Advancement of Artificial Intelligence (AAAI).

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement In: Proceedings of the Conference on Associa- tion for the Advancement of Artificial Intelligence (AAAI)

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.883599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:49dcf9ed4772cad5ebf53c7fdb6363497008d6654243bc126a8b65954ab31c2d

Observation 9ff4003c-45d5-4315-88e8-b937e73c3715 · outbound

This paper cites In: Proceedings of the Advances in Neural Information Processing Systems (NeurIPS) (2023).

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement In: Proceedings of the Advances in Neural Information Processing Systems (NeurIPS) (2023)

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.792646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:043ffd54bbdf92e2c62e208f117049bc38608ccdd78bb481104acf476e4691de

Observation 8b481943-d97c-492e-a3db-9d4027f94a75 · outbound

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

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2018)

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.888210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:19f82da2ccc45d890d074c63d515baf50953fd398d362b6f4b43854d2be1e9d8

Observation 4352052d-6045-4bf2-9b81-0d41a064507d · outbound

This paper cites In: 2011 IEEE CVPR.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement In: 2011 IEEE CVPR

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:20:40.789002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:647784b7df8ab41d4cf24d3fc88874e47916e153ba9035bda4ce26338266e9f2

Observation 8667bd11-a5be-4a4e-98df-8fd33d59d580 · outbound

This paper cites An Intelligent Agentic System for Complex Image Restoration Problems.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement An Intelligent Agentic System for Complex Image Restoration Problems

Reference 72

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:45:56.992199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T02:19:16.677800Z digest=sha256:a7c83d2d50420455732419d2a9a51c453610a40a1ad1cab26b6cb1d802b9df54

Pith citing papers

No inbound Pith citation observations are available.