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Paper Citation Record · LEDGER

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing

As of 11 August 2026, this Paper Citation Record lists 98 of 98 outbound references and 0 inbound Pith citation observations for arXiv:2604.19587.

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

pith.paper-citation-record.v1
2604.19587 v1

Coverage vector

measured 98 of 98 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T02:10:12.484462Z

measured 98 of 98 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

98 of 98 outbound references displayed

  • verified exact15
  • verified fuzzy61
  • unresolved9
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch12

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1411c5a9-5872-4221-8fab-e3b3131f9e22 · outbound

This paper cites Qwen2.5-VL Technical Report.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing Qwen2.5-VL Technical Report

Reference 1

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T13:16:03.578597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:5c43f448c53a05bde6151e415714d2273ac07720c7dc34380a2cba538ee935f8

Observation 121fec30-62f2-4c74-882a-14b85831f00a · outbound

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

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.142501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:06613797810d47b3194403a4a8117b038443695e6e31e0363fc078a9f58ddb0b

Observation be486f16-a36e-4816-acaa-34ec09b31b8d · outbound

This paper cites In: The Twenty-Fourth IEEE Conference on Computer Vision and Pattern Recognition (2011).

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: The Twenty-Fourth IEEE Conference on Computer Vision and Pattern Recognition (2011)

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.020562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:d758a7fdd4bb127deac9224c29864712e673686bb996fd1d9cb62fa42b3c597f

Observation 2a9db0ff-e1c0-43b8-acc1-18bbe1ec0081 · outbound

This paper cites In: CVPR 2011.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: CVPR 2011

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.125008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:dae648ab20aaea4ee112353745e5097366335931e8b0e911c285a9d12c7dc412

Observation bdbc6dea-8260-4d49-ab1c-ef34fcfbbdd5 · outbound

This paper cites Q-Ponder: A Unified Training Pipeline for Reasoning-based Visual Quality Assessment.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing Q-Ponder: A Unified Training Pipeline for Reasoning-based Visual Quality Assessment

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-11T13:16:03.545962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:da1ee4958862b8c40bf7555a569e7fa845ab4dbe3ce75657e73e536f351c4a17

Observation f109eb8c-e3c6-4347-9c43-fc78ae3b8fc1 · outbound

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

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: Proceedings of the IEEE/CVF international conference on computer vision

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.060445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:c7cfbbd5eb876ca76ea85e33e0f474710a224a05cb5364f1e06359cdd65edd2e

Observation ff0be54e-fd57-43ae-8f03-ad1ba678c9e0 · outbound

This paper cites arXiv preprint arXiv:2511.12998 (2025).

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing arXiv preprint arXiv:2511.12998 (2025)

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-11T13:16:03.745337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:e6d6baa2fd20271a0f3a90813ffa29a3e80811179459e623b7dfd900f48b8d4b

Observation 4fc02e77-691e-4435-8b70-c876855a03b9 · outbound

This paper cites PhotoArtAgent: Intelligent Photo Retouching with Language Model-Based Artist Agents.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing PhotoArtAgent: Intelligent Photo Retouching with Language Model-Based Artist Agents

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-11T13:16:03.693345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:3a5474f122751b9bc2a2f8419b811e706db707b5d8f19990646f0d7836bde767

Observation fd5939ab-6327-419e-aea1-f3761937656f · outbound

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

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (June 2018)

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.100784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:e01fc81129227b98ba56f30939ecc68c4084cbfa4a32f1e75cb997fc3ada453a

Observation ce696e3e-cf65-43d1-a810-0a665032584a · outbound

This paper cites In: 13th International Conference on Learning Representations, ICLR 2025.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: 13th International Conference on Learning Representations, ICLR 2025

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.133978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:28ebce7367cba96de8da9b863277f14792e12b7331d5ed721b61657d8f39a87a

Observation 85dacbb0-b010-411a-b0fc-9a1b55ecea65 · outbound

This paper cites In: Pro- ceedings of the 26th ACM International Conference on Multimedia.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: Pro- ceedings of the 26th ACM International Conference on Multimedia

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-10T02:11:57.117339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:6716ba715fd7eb8c7fdb3c4b63e95e95d55269dcbd39cca17d3c299ea7ba7c62

Observation 76ea4abc-7da2-4078-9470-0271f93bce9e · outbound

This paper cites In: The Fourteenth International Conference on Learning Representations (2026),https://openreview.net/forum?id= Z9FjSaBuYt.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: The Fourteenth International Conference on Learning Representations (2026),https://openreview.net/forum?id= Z9FjSaBuYt

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.171220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:469258d6fb3b14212a202d3afbf68cab9a7f3b651ed440c018a99ea77c4de297

Observation 325cf3be-c61f-428a-bfbb-199db2deab1a · outbound

This paper cites ACM Transactions on Graphics (TOG)44(4), 1–12 (2025).

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing ACM Transactions on Graphics (TOG)44(4), 1–12 (2025)

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.043201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:9f81d86c8c33d59a0bcb1150445021252de0e8329b22e94e298a96356dcbb1f4

Observation d2d08c5f-e2e2-402e-a2b8-fcff2b531401 · outbound

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

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.024244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:abb7b68599996d373912584b161d4317f80c36e655b724d5e457de481668fa67

Observation 3113567c-e1f5-4416-8768-c10a777589ca · outbound

This paper cites In: Proceedings of the SIGGRAPH Asia 2025 Conference Papers.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: Proceedings of the SIGGRAPH Asia 2025 Conference Papers

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.063539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:8ca845f6c4dc9f7edc3b9637bc3c7de9fddbb141521da359260ed0bfc7a10a3c

Observation e9e4d716-6dc4-4b34-ac0f-73243ee9e622 · outbound

This paper cites ACM Transactions on Graphics (SIGGRAPH) (2017) https://doi.org/ 10.1145/3072959.3073599.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing ACM Transactions on Graphics (SIGGRAPH) (2017) https://doi.org/ 10.1145/3072959.3073599

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-10T02:11:57.119826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:0fb526acae8b527f94b24494464ebe670a1319cead1df3ae0fd5e2a379443974

Observation 05099e50-9f1d-4b6e-9546-6d0402dc3053 · outbound

This paper cites In: The Thirteenth International Conference on Learning Representations (2025), https://openreview.net/forum?id=9RFocgIccP.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: The Thirteenth International Conference on Learning Representations (2025), https://openreview.net/forum?id=9RFocgIccP

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.165198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:7682fef659c1fa6b0ec999d34bea01a4844d2072e981ac33c10d8b1fcc04d300

Observation 5d7930cc-0797-4699-a5e6-e43f7b1275f5 · outbound

This paper cites doi: 10.1038/s41586-025-09422-z.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing doi: 10.1038/s41586-025-09422-z

Reference 18

Resolution
metadata mismatch
doi, observed 2026-05-10T02:11:57.122526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:fcf8f3617f509558f56b50797e6252e2b7c99ba1f192ad6121de42c3ccce459f

Observation 85c20957-cf5b-46cb-be3e-8f994625554c · outbound

This paper cites CLIPScore: A Reference-free Evaluation Metric for Image Captioning.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 19

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T22:24:10.313148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:0bf3a615e27bc92dd6011952cecab73c42b689b0356d50555947143b161cd156

Observation 3f70f4c2-6823-4292-9611-083521f60f64 · outbound

This paper cites Advances in neural information processing systems30 (2017).

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing Advances in neural information processing systems30 (2017)

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.050529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:67f20cf4eac471e042af89af3eaaab6e93b064db511697380aa38309841632b8

Observation e15166a6-6cb9-4a59-b14b-50cdd47c3433 · outbound

This paper cites In: Larochelle, H., Ranzato, M., Hadsell, R., Balcan, M., Lin, H.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: Larochelle, H., Ranzato, M., Hadsell, R., Balcan, M., Lin, H

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.197669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:fbe6c4dada6729aa4208466a1bacc97845f71f11dbb0196dec7461dbbe892a7a

Observation e6a9f436-deba-4ad3-b627-98986789e833 · outbound

This paper cites an unresolved cited work.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-05-23T00:32:19.216884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:ad981a5d9c1caedead662ed292593aab6bb299a8e77f6cdcd205e9ea980e1a6a

Observation a74341d9-0782-4efe-b366-0835c4914015 · outbound

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

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing IEEE Transactions on Image Processing29, 4041–4056 (2020)

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.203696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:a728ce5c1d92bd9a80f14d731c81b8a78be9ad1e503dfce854c1fe7d82d07a09

Observation e76b6fb9-4507-4d11-a7c0-094bcbda2174 · outbound

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

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: Proceedings of the IEEE/CVF international conference on computer vision

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.213386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:546c1f49d9bf26f5435e434ddda6b489bfdd8c5528a0f2114aacb41357a61609

Observation 98cecf3f-2c30-4ba0-b5b9-288837bd034c · outbound

This paper cites an unresolved cited work.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-05-23T00:32:19.072835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:c2da4517c640fa4450f23a0ef5b14c8189c3830970281bdc3f862dad289c0e1d

Observation ce447e81-46b1-47e1-857f-f0f1d5574bcb · outbound

This paper cites an unresolved cited work.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-05-23T00:32:19.183217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 7785a420-6645-4fb2-927d-48aef7e55489 · outbound

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

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: Proceedings of the IEEE/CVF international conference on computer vision

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.106831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:53db613c4bf1eb51ca27f2a24891dff1b3fee1f14d750511d532eb280becebb2

Observation 667a44fd-8c4c-42f9-bfcf-cc7939e623db · outbound

This paper cites ThinkRL-Edit: Thinking in reinforcement learning for reasoning-centric image editing.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing ThinkRL-Edit: Thinking in reinforcement learning for reasoning-centric image editing

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-05-11T13:16:03.567740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:6210211fb5b88dd3d818595bca58ab9fca053708c98d531d961dc06e51e0825b

Observation 217b793b-26d5-49db-80f6-c11fc076d8fc · outbound

This paper cites In: The Thirty-ninth Annual Conference on Neural Information Processing Systems (2026),https://openreview.net/forum?id=Bds54EfR9x.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: The Thirty-ninth Annual Conference on Neural Information Processing Systems (2026),https://openreview.net/forum?id=Bds54EfR9x

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.098100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:9f3982ae6b296eb4b9eec8f04ca4ae7595882ed8417f195c87f4ce4def1ca344

Observation 9e97c02a-5d5b-4972-a212-8a4fa4d64919 · outbound

This paper cites In: IJCAI.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: IJCAI

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.156211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:87faf9f2ed11147ca0c06b926f3bd9b09d2c26a5bc8ab7c69ea45f4fd2237e2e

Observation d17e80a6-22d9-4a70-83b1-86a94ea528fd · outbound

This paper cites Uniworld-V2: Reinforce Image Editing with Diffusion Negative-aware Finetuning and MLLM Implicit Feedback.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing Uniworld-V2: Reinforce Image Editing with Diffusion Negative-aware Finetuning and MLLM Implicit Feedback

Reference 31

Resolution
metadata mismatch
arxiv_id, observed 2026-05-21T18:01:19.940440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:43076bd8c9cf8ef8717ab6d0f62220d9731baa242f53200bcf206d2fb81650e4

Observation a27048e6-503f-43a4-ab8a-5cdc91a3f06f · outbound

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

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: 2019 Eleventh International Conference on Quality of Multimedia Experience (QoMEX)

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.088231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:14d87445340af27be8bd6415e4ef8b1be8dafb9159c0d419d99e944ac6cfafe3

Observation ddf3f902-b45d-4678-9b81-80302768e27f · outbound

This paper cites JarvisArt: Liberating Human Artistic Creativity via an Intelligent Photo Retouching Agent.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing JarvisArt: Liberating Human Artistic Creativity via an Intelligent Photo Retouching Agent

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-05-11T13:16:03.643364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:1574393315e6b33ed317f494f5a2662262301dad0d17892e0072d0f2eb3e467a

Observation 23d24b3c-5b3d-473d-91fb-0432b7b7917a · outbound

This paper cites JarvisEvo: Towards a self-evolving photo editing agent with synergistic editor-evaluator optimization.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing JarvisEvo: Towards a self-evolving photo editing agent with synergistic editor-evaluator optimization

Reference 34

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T13:16:03.598997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:3b5b75dc20b14f33149d86d57a39da8514f9a6cd20cdc2d4afcebaa05c835f05

Observation f8fb23c3-e8c2-49ab-a206-93e886d30434 · outbound

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

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing Step1X-Edit: A Practical Framework for General Image Editing

Reference 35

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:d647be22decbe3f32b8088a72b03eceb50a024d6662ad9ec97a2266c240cd2ea

Observation bbe490af-c41a-4fe7-911f-d9f39fb7e9d1 · outbound

This paper cites IEEE Transactions on image processing21(12), 4695–4708 (2012).

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing IEEE Transactions on image processing21(12), 4695–4708 (2012)

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.095013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:b0018378ed3e0ff807d0f322741a67797bef2e5b754407560b4ee90cc0f2e5c5

Observation 65f2a379-fc77-4fb9-9d9f-d48569d202e4 · outbound

This paper cites completely blind.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing completely blind

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.082213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:b62721208db010476b67f477ebc5a90f20d7efd7cbce984787e8cb6aedff9ee3

Observation bcd9e58e-9563-4b23-a49d-3723a3dbbdf9 · outbound

This paper cites In: 2012 IEEE conference on computer vision and pattern recognition.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: 2012 IEEE conference on computer vision and pattern recognition

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.109614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:588c6d15dee1fffde71561038d30fe6fa979ec0f22150823f46a2a83f9546260

Observation 3c7e4807-b78e-4e6b-9d31-1597d9e87c11 · outbound

This paper cites In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (July 2017).

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (July 2017)

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.075790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:9768323f950fce499f389a6cbfa4cb82011d27b3ca214cb7579b041ff89736ea

Observation 92ea89ab-d8f7-4fe9-ac74-3a82258b26ab · outbound

This paper cites In: The Twelfth International Conference on Learning Representations (2024),https://openreview.net/forum?id=di52zR8xgf.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: The Twelfth International Conference on Learning Representations (2024),https://openreview.net/forum?id=di52zR8xgf

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.176785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:c2494c6a79ac992016739b79d5c90d6a4514062f29792a753e6da36d80d4446a

Observation b4262a12-727c-4200-8fde-f718bf28f31f · outbound

This paper cites In: The Thirty-ninth Annual Conference on Neural Information Processing Systems (2025).

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: The Thirty-ninth Annual Conference on Neural Information Processing Systems (2025)

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.223429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:33771625605ce3072ef62c68cfe39d3330b847ae226a9e84a06ce25736478740

Observation 38c0f693-e798-414c-87eb-f77c3ae9f2d5 · outbound

This paper cites In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (July 2017).

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (July 2017)

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.030788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:488233cc6f0bcb8af9f92364c8109d5258a6ee28d1b4b8bd4f6a95efbac3a820

Observation 3ab8866f-d972-4963-8914-2af6c8ba3961 · outbound

This paper cites In: Proceedings of 3rd IEEE international conference on image processing.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: Proceedings of 3rd IEEE international conference on image processing

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:18.998701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:71c97141702bdba80dde14e7d6d55a72aeabcd6ca7a489d5a93cde673ccb2023

Observation f2f809e0-f5ef-49e2-8f88-4a9fab5d9e29 · outbound

This paper cites In: European Conference on Computer Vision.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: European Conference on Computer Vision

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.066436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:c76e2c9503c7517f37b45d329ab188b4055f038c8c3a7dd1d33a86c47b90ec8d

Observation 4c9daead-30bc-4e70-9df2-0044ce61b4ef · outbound

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

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.159462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:eafc093bb4dcef49de50db25fa638cbd4694f8a600d40faefbc8132eba25f5cc

Observation 2503ba1f-3fd8-4207-a4bc-16f072cb0c1d · outbound

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

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.179326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:a3f570703b35d5d7bccaedc93e600cc67514a913cfe300d9797d901ff6e76110

Observation 5596fcff-1ac0-457d-bda6-04307ab256b3 · outbound

This paper cites IEEE Transactions on image processing20(5), 1211–1220 (2010) 22.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing IEEE Transactions on image processing20(5), 1211–1220 (2010) 22

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.027810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:796728ab67019c02ada9b9276735e9165db89297ade4075db562fca28ce02650

Observation 197c08ce-84e3-4d54-a8f9-42cb82efa6c3 · outbound

This paper cites CLIP-Fields: Weakly Supervised Semantic Fields for Robotic Memory.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing CLIP-Fields: Weakly Supervised Semantic Fields for Robotic Memory

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-05-11T13:16:03.607235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:e0232e4ca3e35a6e91e1514a661a9df9057cf864744567937cc7c3cdfaa93fd0

Observation 7dafd6c7-6dd2-4482-8601-9c03cc75bdc4 · outbound

This paper cites In: International Conference on Learning Representations (2021),https://openreview.net/forum?id=St1giarCHLP.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: International Conference on Learning Representations (2021),https://openreview.net/forum?id=St1giarCHLP

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.056888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:d5be0699812ee3f9b30392f1bd29db7519eb3c34e2d9a8f1b52626b6133cb5e5

Observation 8dc1d666-97df-481c-a597-c54d9b2ae9a3 · outbound

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

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.037489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:c92d33db691f46d358c45a850c4b1cdb94b93d7f5bfab82bde541e14adcdc061

Observation 6c62f902-246b-4fee-bf47-f618a0e771ef · outbound

This paper cites NIMA: Neural image assessment.IEEE Transactions on Image Processing, 27(8):3998–4011.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing NIMA: Neural image assessment.IEEE Transactions on Image Processing, 27(8):3998–4011

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-05-10T02:11:57.114782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:97be5bef6f0ed0e4d1737475b26989e8fb8b83bae05031711b6b9516c7066828

Observation 81d9297f-3a8b-4889-9278-ad5c40875006 · outbound

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

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (June 2018)

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.015600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:9a9199f8b945a18d41ae676c11675b16a68b9e1e7fef3f965f25271bd863aaff

Observation 442a72f2-d89b-4dc1-b5b5-872400e48a11 · outbound

This paper cites IEEE transactions on image processing13(4), 600–612 (2004).

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing IEEE transactions on image processing13(4), 600–612 (2004)

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.047082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:d46575585c8103d1932b972a166aff693d221e193532f109e6fe3d8af83e1625

Observation 2f84f258-bc7a-4ac4-8c08-49845b3c079c · outbound

This paper cites Deep Retinex Decomposition for Low-Light Enhancement.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing Deep Retinex Decomposition for Low-Light Enhancement

Reference 54

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T13:16:03.713248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:c7a0bf99646577e1c2d47ce34401e7a738da33b12aacdeb6dc2381c0061c8099

Observation c176de5d-a0a2-4916-b426-6b37e5b8c87f · outbound

This paper cites Qwen-Image Technical Report.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing Qwen-Image Technical Report

Reference 55

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T13:16:03.754722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:29d702f379ad4c2329670a1cd22ed74131d207c3aa788806d52517e0659d8582

Observation f412204a-5539-4ddf-a03f-eb4d327c7cea · outbound

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

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing OmniGen2: Towards Instruction-Aligned Multimodal Generation

Reference 56

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T13:16:03.776146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:200aa686b161c8f5c9f613a7e51c0568c225bf5a25c7d18e4621a2f89d34d543

Observation f70ba074-e334-4091-99ab-8beea72ad673 · outbound

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

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.040414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:ab7e19f27929291627fe64053e13aeb69461fa4287bf2ee906236d774f926c58

Observation d5f50804-8819-4624-900a-165af977cb1f · outbound

This paper cites In: Proceedings of the 41st International Conference on Machine Learning.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: Proceedings of the 41st International Conference on Machine Learning

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.115566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:792a772673ba9a44b2bc668da54f99151cd1aca4c87ed613a496e0dd9498cbca

Observation 59bde94f-ecae-4f8c-bb78-73a7926f676f · outbound

This paper cites arXiv preprint arXiv:2602.17558 (2026).

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing arXiv preprint arXiv:2602.17558 (2026)

Reference 59

Resolution
verified exact
arxiv_id, observed 2026-05-11T13:16:03.558600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:544602d5d2bbf5e154d1346cd25bff026a2a48c5325fab6cab8ce89e1e415e5e

Observation ebdbbe9f-4fe2-430c-b56c-f4c86be86861 · outbound

This paper cites Visualquality-r1: Reasoning-inducedimagequalityassessmentviareinforcement learning to rank.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing Visualquality-r1: Reasoning-inducedimagequalityassessmentviareinforcement learning to rank

Reference 60

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T13:16:03.525280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:4b89cda30ac2c098c99a7b27ea2e9b9a4877f32aa948a067ea3146e79111c7cb

Observation fef17ba5-8b34-49b7-9a93-3201de67c01f · outbound

This paper cites ACM Trans.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing ACM Trans

Reference 62

Resolution
verified exact
doi, observed 2026-05-10T02:11:57.112076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:314ab195ebfcbbbbccb723985bb1b1797f55771491e89c35fcb5a6fae7ec4b01

Observation 91c491e6-3bb3-40d6-aaa9-d7cc68bf74f4 · outbound

This paper cites an unresolved cited work.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing Unresolved cited work

Reference 63

Resolution
verified exact
arxiv_id, observed 2026-05-11T13:16:03.724342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:ca635247de8f92442b51be6dc6970197a2d6075b0ce395c56fac82fcca72f716

Observation d798e8d5-6228-4ca9-b44b-06126272dc67 · outbound

This paper cites IEEE Transactions on Image Processing30, 2072–2086 (2021).

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing IEEE Transactions on Image Processing30, 2072–2086 (2021)

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.103874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:0d5a4e8f3968aedac4a846411bb4d15acdcca00c834ff509743f5a267412a628

Observation 4c124d8c-2a10-40df-9b6d-daa8aee6e6e2 · outbound

This paper cites PhotoAgent: Exploratory Visual Aesthetic Planning with Large Vision Models.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing PhotoAgent: Exploratory Visual Aesthetic Planning with Large Vision Models

Reference 65

Resolution
verified exact
arxiv_id, observed 2026-07-17T02:20:40.282302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:554e48e7961ec1abb18841a2a955516ca0c16f2a2cf074b81e8d8c35d215dff0

Observation edccaa5a-5adf-47bc-8504-1daf293aefaf · outbound

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

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing Agent banana: High-fidelity image editing with agentic thinking and tooling

Reference 66

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T13:16:03.619324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:9e785df9b84d7398b857049af55f6a185a8ca3e0fa0f405f25d96276051c3061

Observation 4556d9ec-b9d0-46e7-a983-ba03ca9bc8bf · outbound

This paper cites RetouchLLM: Training-free code-based im- age retouching with vision language models.arXiv preprint arXiv: 2510.08054, 2025.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing RetouchLLM: Training-free code-based im- age retouching with vision language models.arXiv preprint arXiv: 2510.08054, 2025

Reference 67

Resolution
verified exact
arxiv_id, observed 2026-05-11T13:16:03.761053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:cd3d69d8a30d168e93b64928122fe8fa5199c5d622ab8449d461d88f0f6e5fea

Observation ecc6fb2a-3997-48d0-8050-c0b42183ee2a · outbound

This paper cites ReasonEdit: Towards reasoning-enhanced image editing models.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing ReasonEdit: Towards reasoning-enhanced image editing models

Reference 68

Resolution
verified exact
arxiv_id, observed 2026-05-11T13:16:03.672732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:ad00c8960755b32acaa6d008950267f81d9ea33314abc5f21964236eea5c6d83

Observation 141477cc-3472-4147-82ce-ef8ba0df3ba7 · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Conference.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: Proceedings of the Computer Vision and Pattern Recognition Conference

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.206890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:1d83db65e9833c47c27d099a393be1152347f3edd023851d5590d661d29906f9

Observation 387dc8ae-19f7-4e5d-aa69-ff780a752a01 · outbound

This paper cites IEEE Transactions on Multimedia25, 5589–5600 (2022).

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing IEEE Transactions on Multimedia25, 5589–5600 (2022)

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.034015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:13e264cd830c6e4b51cc2c2b1ff277bb08aa8eb90ef13eaa3724bf2ad93808c1

Observation b1597837-ac48-4294-a316-dcf789cde899 · outbound

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

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.112716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:ce67e312be99d0936932d749931170961e86588dcb57f1ac17530bb720ea6f38

Observation ca25c5fc-31a2-4856-bb39-28e05a135a08 · outbound

This paper cites IEEE transactions on Image Processing20(8), 2378–2386 (2011).

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing IEEE transactions on Image Processing20(8), 2378–2386 (2011)

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.200805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:3380a30b8e1c1ec0beadab0659e934401a48f23511ab462447a5a4e5f86d5b07

Observation 523a04ed-e1b6-47ef-a465-f8dc2598cc4a · outbound

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

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.069961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:1309f7d3066f110c499226b6989cddb567d14d59f7481b51aa2afac18b58b8b8

Observation f5b13433-43c7-412f-bc77-4d07074845be · outbound

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

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: Proceedings of the IEEE conference on computer vision and pattern recognition

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.131331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:55e9d0671f8d3aedbce98497d0c8bdb88d9152e76f5a207c79ef3da118fc7276

Observation 542e0464-d185-4133-a3c8-0649a1484a9f · outbound

This paper cites In: International Conference on Learning Representations (ICLR) (2026).

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: International Conference on Learning Representations (ICLR) (2026)

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.220377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:a0be5901f0a57158fec497274d5ecbad29e44d24424fab5df616b6ec47958f01

Observation 67e38e8e-f67d-43a4-9262-ea7c4119b6c6 · outbound

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

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing In: Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.191410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:cf6f5cbc8adeb960d23bb8a7b6780df916d1f06701d664b2c61c3834424c5ad9

Observation 9ad3f7c3-f9f4-4cde-ab36-e3751b1261e9 · outbound

This paper cites 4KAgent: Agentic Any Image to 4K Super-Resolution.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing 4KAgent: Agentic Any Image to 4K Super-Resolution

Reference 78

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T13:16:03.591542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:df0c5ef0355be455ebaa0587b9f1ffb2273d0442e1320b793e03f71e99a26427

Observation 25b1dbfb-b4ea-40a3-b1ba-fb272f592ba3 · outbound

This paper cites However, there is noticeable low exposure, particularly in the darker areas surrounding the dog.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing However, there is noticeable low exposure, particularly in the darker areas surrounding the dog

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.188893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:917fb5b20c4a5056751185f010f00c4901c441563ee8e2bc2bfca68f4fc623a2

Observation 20079275-318b-437f-8ef3-a95f3c307273 · outbound

This paper cites The white balance seems accurate, as the dog’s fur tones look true-to-life.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing The white balance seems accurate, as the dog’s fur tones look true-to-life

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.185756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:b2623ca07f6192e53aeefa3a7b1bc77f8a2a938c8940d486e86fab4a1efa28d4

Observation 34d5b9fc-519d-495a-ac13-a35d49aa0155 · outbound

This paper cites The focus is sharp on the dog, drawing attention directly to it.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing The focus is sharp on the dog, drawing attention directly to it

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.168497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:8d5f63f9bec0136539b675339f3dca4b3c45a42d10d96e74e77ff2db748ac160

Observation 3ee12e64-ffb1-4a34-85de-b7dd52de0590 · outbound

This paper cites The creativity lies in the use of lighting and shadow to evoke emotion.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing The creativity lies in the use of lighting and shadow to evoke emotion

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.053736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:9c52903b9e998f1bf91559cb7483edf9049d15bf5efbe82569024943864d3d0b

Observation a55673c5-8540-4ad5-856a-e1735981d710 · outbound

This paper cites However, the low exposure affects the visibility of details and could be improved.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing However, the low exposure affects the visibility of details and could be improved

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.153669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:4dc6ed85bd251371ed6200639112958e8f70554eee10b347f51ceb2b81acb892

Observation 9b020854-09f2-4e60-8f32-c443f2ac0340 · outbound

This paper cites an unresolved cited work.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing Unresolved cited work

Reference 84

Resolution
unresolved
raw_fallback, observed 2026-05-23T00:32:19.119089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:f514feb4ae91a5602a35d868571343489d31df416f6f7580fc60f236f0a2adcf

Observation 97dd0d7c-7d8f-4dc5-95de-4254e965f325 · outbound

This paper cites an unresolved cited work.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-05-23T00:32:19.121806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:72de58bfb07066de740fa72100bdad36cb127e9b66809e7cb82a0e7f7a037765

Observation faf4e168-31d1-4971-9ea7-6b630b7518ff · outbound

This paper cites However, there is a slight overexposure affecting the glass and its contents, causing some loss of detail in brighter areas.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing However, there is a slight overexposure affecting the glass and its contents, causing some loss of detail in brighter areas

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.091530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:4ffbf30796e6f6d844529b272faf458685bfe1de864b69c632b7d1748167a170

Observation 62eb8f79-8e2a-42f1-9de4-425c469b6a14 · outbound

This paper cites The white balance appears slightly off, leaning towards a cooler tone, which might not accurately represent the warmth of the beverage.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing The white balance appears slightly off, leaning towards a cooler tone, which might not accurately represent the warmth of the beverage

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.148368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:abf25da5fe1aad364699a1bbf110c5faa74e51af983c983f1316ab2b483684b8

Observation 860dcf63-886d-465a-b3d7-ec8efa530f41 · outbound

This paper cites The focus is sharp on the glass, ensuring it remains the primary point of interest.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing The focus is sharp on the glass, ensuring it remains the primary point of interest

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.145442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:0ac6fd09a815bac659c17192f4cfc0f230a84996a79d354bc8e582e004c8a08f

Observation 1100d001-f963-401f-82e3-c09221aa3011 · outbound

This paper cites The creativity is minimal, focusing solely on presenting the drink without additional context or storytelling elements.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing The creativity is minimal, focusing solely on presenting the drink without additional context or storytelling elements

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.139560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:c8aaf88dc0a6690e540411238aafd16cfd407d489c1a695d574739dc1f9faafb

Observation a9ba9b38-aa49-456f-a0d5-ab2f2184ef15 · outbound

This paper cites Increasing the contrast and slightly warming the tones can make the drink more visually appealing.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing Increasing the contrast and slightly warming the tones can make the drink more visually appealing

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.173843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:99ac2d23849d0f7e11446335f71cdb652ffe914b199af955417f367429582297

Observation d729c754-c0a9-4f83-81bf-486a4e940e3a · outbound

This paper cites an unresolved cited work.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing Unresolved cited work

Reference 91

Resolution
parse uncertain
raw_fallback, observed 2026-05-23T00:32:19.209865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:2a0d2af153921ad5b8220d2fedb1c1bc0e5114b492a1f048e88c56bcfba49ece

Observation 355703f2-5102-4c03-ae44-185ec6d834ac · outbound

This paper cites an unresolved cited work.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing Unresolved cited work

Reference 92

Resolution
unresolved
raw_fallback, observed 2026-05-23T00:32:19.162218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:5a5bd66567340e7b144c1b440ebf9ffed0cde89a6e062c3fa90145de3ea86b10

Observation 37f225f7-70d9-4784-8d52-f97b475e8bf8 · outbound

This paper cites an unresolved cited work.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing Unresolved cited work

Reference 93

Resolution
unresolved
raw_fallback, observed 2026-05-23T00:32:19.136666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:dbc7026a0cc3427292dca4702915492f12e03d836799ae08eba9a6b7db10d5aa

Observation 9f76de79-b38e-49ad-b0f3-cc4defa21837 · outbound

This paper cites There is no noticeable noise or compression artifacts, but the blur makes it difficult to discern fine details.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing There is no noticeable noise or compression artifacts, but the blur makes it difficult to discern fine details

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:18.996027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:4dcb7d68783d2fe544116a99c769c1976cd21baa3800c1218e16d20af1278d33

Observation b0fc5b20-b988-408f-bfe6-bba4a9558d4d · outbound

This paper cites The white balance seems slightly off, leaning towards cooler tones, possibly due to artificial lighting.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing The white balance seems slightly off, leaning towards cooler tones, possibly due to artificial lighting

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.226234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:f4c265b8e9b02357481b83deae0c19dd8b632609702720fd3c311cc962a85468

Observation 76ecc3e1-d861-4a75-ab35-05a3e392cf5e · outbound

This paper cites The composition lacks a clear focal point due to the lack of sharpness.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing The composition lacks a clear focal point due to the lack of sharpness

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.085303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:b8e81389cc370793d8c208786c5f750b48296ba8e463a8c28366e8d61d4ce47a

Observation 33c058a5-77cb-42e5-b4bb-e0fb3afe2ec4 · outbound

This paper cites The environment and background are not clearly integrated due to the lack of detail.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing The environment and background are not clearly integrated due to the lack of detail

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.078997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:a2e0ad0034859a9bff37a132e954c27a2db60dff0f68f8c1c0e919f5f9ce1063

Observation 4842983b-91b1-4505-9061-49022df7f19e · outbound

This paper cites The composition lacks a clear focal point, and the intended artistic style is obscured by the blur.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing The composition lacks a clear focal point, and the intended artistic style is obscured by the blur

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T00:32:19.194598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:47bd78f738f8bc3137ebc71df1f6cc82814d93cca816306e03c19b92fd748245

Observation 6ffe6b99-2669-4423-8a56-4232b7858d03 · outbound

This paper cites an unresolved cited work.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing Unresolved cited work

Reference 99

Resolution
unresolved
raw_fallback, observed 2026-05-23T00:32:19.128192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:7cfe7f99bbdf1f422fdece7fac3374fd89e28b063df3b9a9a4aea83523c03154

Observation ae98cca3-f8a7-46fc-b7f9-fbb0975df34f · outbound

This paper cites an unresolved cited work.

SmartPhotoCrafter: Unified Reasoning, Generation and Optimization for Automatic Photographic Image Editing Unresolved cited work

Reference 100

Resolution
unresolved
raw_fallback, observed 2026-05-23T00:32:19.151024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:10:12.484462Z digest=sha256:2a5ab5d53f34befe15715dc923451ce1b8f10e7173c6eff6f90bb283eb6f17ac

Pith citing papers

No inbound Pith citation observations are available.