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Paper Citation Record · LEDGER

Thinking with Generated Images

As of 7 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 28 inbound Pith citation observations for arXiv:2505.22525.

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

pith.paper-citation-record.v1
2505.22525 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:09:54.030494Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 28 of 28 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T11:21:31.872842Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-04T19:20:06.640927Z

Reference resolution

25 of 25 outbound references displayed

  • verified exact0
  • verified fuzzy2
  • unresolved23
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5c78d06c-ef11-40ec-afc2-96a919533bda · outbound

This paper cites an unresolved cited work.

Thinking with Generated Images Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:09:54.962348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:09:53.732443Z digest=sha256:edd11cc40ced96eda3b8d8d6c167a271a56a8b693bb7289a16946423cbbb4c6b

Observation 870ec3d3-bd42-42aa-a493-dbb1208af5cb · outbound

This paper cites an unresolved cited work.

Thinking with Generated Images Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:09:54.661440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:09:53.884767Z digest=sha256:9686223a01d9f730befa71d0658bdd6a2265dcb260bbc9be9a12a837f2400ebd

Observation 1f83db10-782f-45fa-8c49-dbf831da0fb4 · outbound

This paper cites Blind Ambition,.

Thinking with Generated Images Blind Ambition,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:09:54.388033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:09:54.030494Z digest=sha256:0d02659180409b4609d3277a220a2c9362f400e947a5b9d5189201cda009f3d9

Observation 17d27512-8225-4894-b8f2-1d537d4f44e3 · outbound

This paper cites Imagine while Reasoning in Space: Multimodal Visualization-of-Thought.

Thinking with Generated Images Imagine while Reasoning in Space: Multimodal Visualization-of-Thought

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:50.978010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:09:50.978010Z digest=sha256:4d9ab5201c4b489e5624fb76c29604a26e5de656d65e51fc8a1d4e57cdc727e9

Observation e128dc1c-9b89-4a96-a69f-88e680da2c2e · outbound

This paper cites an unresolved cited work.

Thinking with Generated Images Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:09:59.049371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:09:51.124088Z digest=sha256:75ccc72f54cc5400c236b2d5cc6db8e8e43f63511e6ece129b8346c4e9584f2f

Observation 5a45d74f-2389-47fb-be88-0a8bd522fd53 · outbound

This paper cites an unresolved cited work.

Thinking with Generated Images Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:09:58.827430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:09:51.318828Z digest=sha256:772660377cf2e5e98738dc63fbfad47efb09fabe2153d4fc5c2416a1c6333231

Observation 2b0e62db-6a40-4c80-a119-b99036113d8f · outbound

This paper cites an unresolved cited work.

Thinking with Generated Images Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:09:58.214202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:09:51.548496Z digest=sha256:8dab2e4b7c85590c86a0904c8b83cfab84c90d69203e56df34596041de02f9c1

Observation 5dd52354-5a20-47a1-8f59-e748833e718d · outbound

This paper cites an unresolved cited work.

Thinking with Generated Images Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:09:57.966555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:09:51.655475Z digest=sha256:43d513034c40cf8def11c16b1c5a8a5f11fc896aae867c090e29ba239a006c8d

Observation d60a30a7-7bc6-458b-80be-e2cbfeda92ef · outbound

This paper cites an unresolved cited work.

Thinking with Generated Images Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:09:57.631041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:09:51.743575Z digest=sha256:a7abf9cb74edb5cbc861dcb94c40baf1cb9138b1f78f37caa2a504e3c27485f8

Observation 995dc1f9-d85c-4000-8f19-46da1a8d723c · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

Thinking with Generated Images Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:51.880183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:09:51.880183Z digest=sha256:a086d68aa0bf807ea181b2a750304e3870f84627cf61297fd0f336e4c1f1ecfd

Observation 46f6b40d-93cf-40d4-890f-fc168da39b0c · outbound

This paper cites an unresolved cited work.

Thinking with Generated Images Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:09:57.373213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:09:51.946648Z digest=sha256:5e774a54761f0e16028c63c5b0422f454024039410bbad5c46fc019373bae869

Observation 09c188f6-fa45-428a-b829-410853084b49 · outbound

This paper cites an unresolved cited work.

Thinking with Generated Images Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:09:57.063092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:09:52.009247Z digest=sha256:6c3fc61c46d141bc1eba93440545fd432dbd9341f1f1ec95f7b06a0a46542bff

Observation acd885ec-4267-4024-979b-a86e6c401317 · outbound

This paper cites Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation.

Thinking with Generated Images Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:52.246881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:09:52.246881Z digest=sha256:927f7d8e4e3e66ded8f67332ed53bb518203804bb066e9c049cf7f3d49a4d073

Observation da9332fa-3809-469a-85e5-ac83f654e8f8 · outbound

This paper cites an unresolved cited work.

Thinking with Generated Images Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:09:56.795785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:09:52.322784Z digest=sha256:99115d5d5a9b9e1150fc203d15f82906c36edfc1e71172cca7868cf27d5b33cf

Observation e4cfded6-9f41-472f-9459-96a8ce36e925 · outbound

This paper cites Chameleon: Mixed-Modal Early-Fusion Foundation Models.

Thinking with Generated Images Chameleon: Mixed-Modal Early-Fusion Foundation Models

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:52.454075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:09:52.454075Z digest=sha256:852680d7037e301ed3030f12429cab0dcbdb9b99d1b3ccff7bf088ee7e10e80b

Observation 92031a07-98c7-441f-becc-d765498fbffb · outbound

This paper cites an unresolved cited work.

Thinking with Generated Images Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:09:56.434743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:09:52.566204Z digest=sha256:87a11b98722ac2f7c2753ecd2f5ac9ef7ad8f05c4b05878db85e7363773305f9

Observation 17806e1c-410d-4709-8151-f718b115840e · outbound

This paper cites an unresolved cited work.

Thinking with Generated Images Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:09:56.167946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:09:52.708269Z digest=sha256:0685458383cd9f3a4655c454ea10a21f168340e8725f84606ca21c78b8ef82dc

Observation 3a5bcf91-878a-4b82-85d8-e29f4d2c1c7f · outbound

This paper cites an unresolved cited work.

Thinking with Generated Images Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:09:55.546695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:09:52.943922Z digest=sha256:e45291d43d07905c18c0b73fd3d7cf29f0226b4a56a0a56bda5e972792a0a7aa

Observation 349094f0-0e7a-46d7-b175-ae3c4fac5703 · outbound

This paper cites Qwen2.5 Technical Report.

Thinking with Generated Images Qwen2.5 Technical Report

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:53.143705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:09:53.143705Z digest=sha256:bed4910c3fe33533e9b3810fc6b16e9ec0e5c99cf764f1587abc6e51a25a8119

Observation 5375770f-9cfc-4e02-af2b-2c30bc20c5e2 · outbound

This paper cites MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action.

Thinking with Generated Images MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:53.286507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:09:53.286507Z digest=sha256:29e983b9634383c8a3b0d992109b0902929caa70a36d3e0cac72d5a890a1261e

Observation 92e4ac77-aa3e-40db-be37-93c1af631ce8 · outbound

This paper cites an unresolved cited work.

Thinking with Generated Images Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:09:55.295433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:09:53.383882Z digest=sha256:63188a14c7c10ce4f26fa0c6cef32eba55a911176c2756a70ace08d4837baf2e

Observation b00aa88c-d384-4217-a29a-941e95e67d16 · outbound

This paper cites Multimodal Chain-of-Thought Reasoning in Language Models.

Thinking with Generated Images Multimodal Chain-of-Thought Reasoning in Language Models

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:53.466958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:09:53.466958Z digest=sha256:bf6df53a4967c1f6346d1dd2379d98a1501b7e6d206951abb76cde3aab1c56a1

Observation a7d00216-fb3f-4cd9-843d-e4367be1b567 · outbound

This paper cites Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model.

Thinking with Generated Images Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T13:09:53.564752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:09:53.564752Z digest=sha256:8130faece9176c7318ce8008d7e26b64f6eb75caee1ec49ed118a06c4cfb8dfe

Observation 112aff97-c02b-40b6-9fb9-4562665696fb · outbound

This paper cites an unresolved cited work.

Thinking with Generated Images Unresolved cited work

Reference 2022

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:09:55.930639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:09:52.817584Z digest=sha256:647fddef3772c4ae70f5339b8d7ee18848d4ee126a6262e529aeefd02664bb19

Observation 219450a1-3fb9-4d27-9283-35ccda4dcf3e · outbound

This paper cites InProceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pages 13991–14000.

Thinking with Generated Images InProceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pages 13991–14000

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:09:58.459580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:09:51.381241Z digest=sha256:4c0088aced364d81b4246e4c14ce5b0a4188ac6aa24c4f4b304aa8e5076bcad3

Pith citing papers

Observation 5355db36-3228-47ca-a384-b6e9f417446f · inbound

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models cites this paper.

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models Thinking with Generated Images

Reference 130

Resolution
verified exact
arxiv_id, observed 2026-05-12T08:40:42.013852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-12T08:40:40.910461Z digest=sha256:e7758945c3bea00694761b4b0ae8f169b2d6313dc1a036ac326e37062bc89f3a

Observation 4dd8abe7-10b0-41ed-88cd-7c1ed1d406fc · inbound

IRG-MotionLLM: Interleaving Motion Generation, Assessment and Refinement for Text-to-Motion Generation cites this paper.

IRG-MotionLLM: Interleaving Motion Generation, Assessment and Refinement for Text-to-Motion Generation Thinking with Generated Images

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-03T17:06:54.616428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T17:06:54.616428Z digest=sha256:a008bd083accd3357f409219a8ab7caf02dbd387bc4c91bdcbd31b768b55bf81

Observation a264c351-f033-42d4-bb37-a1cd73388f81 · inbound

Mull-Tokens: Modality-Agnostic Latent Thinking cites this paper.

Mull-Tokens: Modality-Agnostic Latent Thinking Thinking with Generated Images

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-16T22:58:38.739619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-16T22:57:04.802871Z digest=sha256:b98c1dbd757587d962b70e1a92e0ce58af84c11b47d958da8b20ea89c80658cd

Observation 99abcb62-8025-46b4-be1f-713c25f01b33 · inbound

UniDrive-WM: Unified Understanding, Planning and Generation World Model for Autonomous Driving cites this paper.

UniDrive-WM: Unified Understanding, Planning and Generation World Model for Autonomous Driving Thinking with Generated Images

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-03T12:06:26.284752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T12:06:26.284752Z digest=sha256:36a71db3a4922ff5187e93832ac3aed57373edf24da511f0cc5d381b7fdc7ecc

Observation d4b40090-f755-4108-9e19-4339e0d548f3 · inbound

Omni-R1: Towards the Unified Generative Paradigm for Multimodal Reasoning cites this paper.

Omni-R1: Towards the Unified Generative Paradigm for Multimodal Reasoning Thinking with Generated Images

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-16T14:37:59.927761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-16T14:37:05.402850Z digest=sha256:d43cda0d541fd6245a0c8fb068883a24c2604c0eabcd9bfc3ec83031f7e57d7c

Observation d3cbe0b3-fd42-4ba0-b7d5-525d590253ea · inbound

MentisOculi: Revealing the Limits of Reasoning with Mental Imagery cites this paper.

MentisOculi: Revealing the Limits of Reasoning with Mental Imagery Thinking with Generated Images

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-03T05:23:30.774736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T05:23:30.774736Z digest=sha256:c8b88ce5165e162450e9541650a86fa846a6429c81d3108c9a504891e4b50382

Observation 8aea9ef2-3fea-40fc-8cf6-4dde4ab511b6 · inbound

Thinking with Drafting: Optical Decompression via Logical Reconstruction cites this paper.

Thinking with Drafting: Optical Decompression via Logical Reconstruction Thinking with Generated Images

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-16T03:30:32.939197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-16T03:28:32.264246Z digest=sha256:632cbf49cfab4ef388d37ccceb6f55d8d7bc52ffd70519498eba0f5120949546

Observation 65f490ae-9825-4a71-8343-4a97fdfa1f22 · inbound

MMRad-22K: A Structured Multimodal Evidence Dataset for Chest X-ray Report Generation cites this paper.

MMRad-22K: A Structured Multimodal Evidence Dataset for Chest X-ray Report Generation Thinking with Generated Images

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-02T23:43:29.982407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:43:29.982407Z digest=sha256:a55219d2db04d28a5060e3c20fb7208469a5321f1ae4973fe972f066ec11dba5

Observation 2a9425a5-e1ce-406e-95de-221bb169e5ae · inbound

Demystifying Video Reasoning cites this paper.

Demystifying Video Reasoning Thinking with Generated Images

Reference 7

Resolution
unresolved
no resolver link, observed 2026-07-13T23:27:11.006580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T23:27:11.006580Z digest=sha256:05daabe11e25c51e5c80ce3c7471e1e9e9f943f39bb46d22819f2ad2f30d2d0a

Observation b2339c8b-b782-4231-8d29-031878628030 · inbound

Demystifying Video Reasoning cites this paper.

Demystifying Video Reasoning Thinking with Generated Images

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-03T02:33:53.570433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T02:33:53.570433Z digest=sha256:87b6790cba227de18fe8784d27c6829a179b282f7126bdcac96340146e8e8051

Observation 4285b2c7-93d6-458b-9d60-4cacfd868741 · inbound

Visual Enhanced Depth Scaling for Multimodal Latent Reasoning cites this paper.

Visual Enhanced Depth Scaling for Multimodal Latent Reasoning Thinking with Generated Images

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-11T08:11:04.491939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T16:46:36.010169Z digest=sha256:05f816706e3013bb07f66d4c55b65742d02faa224f0a595e15569c1f0d04728d

Observation a33719c0-ca8d-4e16-a933-39054753fef4 · inbound

Visual Enhanced Depth Scaling for Multimodal Latent Reasoning cites this paper.

Visual Enhanced Depth Scaling for Multimodal Latent Reasoning Thinking with Generated Images

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-12T06:06:24.076055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-12T04:38:06.774877Z digest=sha256:f3317d79fa349512f036072f5045b4f50dbbe3cddac7f69df6e273cf09e11697

Observation f44a1e8d-573d-41e0-a096-7a13d3e0ddee · inbound

Visual Enhanced Depth Scaling for Multimodal Latent Reasoning cites this paper.

Visual Enhanced Depth Scaling for Multimodal Latent Reasoning Thinking with Generated Images

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-13T07:27:29.194424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:26:59.917150Z digest=sha256:68fdffd0ed84bb68e1e2d704d3744add5a18b0de36df9b66057e996261e4dfdf

Observation b031ab72-d0c4-4ddd-93a2-57750730bffb · inbound

Steering Visual Generation in Unified Multimodal Models with Understanding Supervision cites this paper.

Steering Visual Generation in Unified Multimodal Models with Understanding Supervision Thinking with Generated Images

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-11T18:41:10.130970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-08T14:48:22.805268Z digest=sha256:24e0328720ddff5c2f7384b7f8b2453e40f46b5d16a1f246c0e713f82061fb0d

Observation 30e42e67-9dd5-4aab-a589-02f1a8f94387 · inbound

Self-Consistent Latent Reasoning: Long Latent Sequence Reasoning for Vision-Language Model cites this paper.

Self-Consistent Latent Reasoning: Long Latent Sequence Reasoning for Vision-Language Model Thinking with Generated Images

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-13T07:17:29.232593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T07:14:48.918959Z digest=sha256:17bc44bdcef13220a2e3db41fe9dfb14f7d7c2cf8604c0acf4cf1829bb4821ce

Observation 98405ad6-7447-4c9e-985f-8f224292daeb · inbound

Self-Consistent Latent Reasoning: Long Latent Sequence Reasoning for Vision-Language Model cites this paper.

Self-Consistent Latent Reasoning: Long Latent Sequence Reasoning for Vision-Language Model Thinking with Generated Images

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-14T21:48:00.657129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-14T21:47:50.595481Z digest=sha256:fbc1b5ff7475bdf6af1e0ded09111ef6817c75536683d79329c3e1889e3fa4b3

Observation 6d518a9c-3248-42b5-b003-177e1c6a0e78 · inbound

DeepLatent: Think with Images via Parallel Latent Visual Reasoning cites this paper.

DeepLatent: Think with Images via Parallel Latent Visual Reasoning Thinking with Generated Images

Reference 65

Resolution
metadata mismatch
arxiv_id, observed 2026-06-28T19:52:36.120842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-06-28T18:44:39.545911Z digest=sha256:37208fb61dbc29c68a7f746b83960868f328ef051190b58562787794e124de84

Observation 04d0cf82-0ed9-45c2-b3e6-816187139f14 · inbound

Robust-U1: Can MLLMs Self-Recover Corrupted Visual Content for Robust Understanding? cites this paper.

Robust-U1: Can MLLMs Self-Recover Corrupted Visual Content for Robust Understanding? Thinking with Generated Images

Reference 1

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T20:47:23.363872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T20:06:11.170282Z digest=sha256:6908934e55faab7e1350289b88100179ce69ed7fa75749ef5b098525e0a8cff8

Observation 0c75e93e-1f34-4947-adf5-bd51bc909cb1 · inbound

Bridging Modal Isolation in Interleaved Thinking: Supervising Modality Transitions via Stepwise Reinforcement cites this paper.

Bridging Modal Isolation in Interleaved Thinking: Supervising Modality Transitions via Stepwise Reinforcement Thinking with Generated Images

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-07-03T13:38:19.358184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T07:43:09.538833Z digest=sha256:928d8d848dc19c2c6a4903e8a59ba65b39fcc85d3279102aa90f20979a756276

Observation 3be24b96-e035-4eb6-bd48-00e41960e062 · inbound

Bridging Modal Isolation in Interleaved Thinking: Supervising Modality Transitions via Stepwise Reinforcement cites this paper.

Bridging Modal Isolation in Interleaved Thinking: Supervising Modality Transitions via Stepwise Reinforcement Thinking with Generated Images

Reference 6

Resolution
unresolved
no resolver link, observed 2026-07-12T14:14:01.413340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T14:14:01.413340Z digest=sha256:6cbf3ea2f705bebb06498f6195b55f338f0ab754b78ab7436ba81df455120ee8

Observation 04c29cee-4cc0-4fdf-8713-d82534076e2c · inbound

Universal Image Restoration via Internalized Chain-of-Thought Reasoning cites this paper.

Universal Image Restoration via Internalized Chain-of-Thought Reasoning Thinking with Generated Images

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-07-03T20:08:56.575921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T01:34:34.269899Z digest=sha256:b37f1d12b77f70055e870a295cc0547d155d1d1727eb18a858209defb2e74a5b

Observation de32478d-e81c-4b36-ab19-46b755620299 · inbound

V-Zero: Answer-Label-Free On-Policy Distillation with Contrastive Evidence Gating for Fine-Grained Visual Reasoning cites this paper.

V-Zero: Answer-Label-Free On-Policy Distillation with Contrastive Evidence Gating for Fine-Grained Visual Reasoning Thinking with Generated Images

Reference 58

Resolution
verified exact
arxiv_id, observed 2026-07-04T19:20:06.642493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-06-25T21:23:10.051805Z digest=sha256:6d19dd61d4390206b1e53d68adec7bb125865a163e1a3cd39b0f27abfec7081e

Observation b72142c9-a4ca-4733-accd-8e3ee32e6da2 · inbound

Einstein World Models cites this paper.

Einstein World Models Thinking with Generated Images

Reference 28

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T13:59:51.812525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-06-26T04:47:59.575489Z digest=sha256:226349bf49f4eb553fe90372e353d040c14bd2b0ebe05d860b29c2c3d862fbb4

Observation 874dc02b-fec6-4ff3-98fe-8e055c61edb0 · inbound

BVS: Bayesian Visual Search with Multimodal Large Language Model for Fine-grained Perception cites this paper.

BVS: Bayesian Visual Search with Multimodal Large Language Model for Fine-grained Perception Thinking with Generated Images

Reference 286

Resolution
unresolved
no resolver link, observed 2026-07-12T04:17:40.198357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-12T04:17:40.198357Z digest=sha256:ea4aa4268cf68cac51ca28bc846e18e1cdba578b0ad0f06a71e9f3510101c3db

Observation f7c47963-7d2c-47f7-ad85-3b8d8bc5a317 · inbound

Bridging Interleaved Multi-Modal Reasoning as a Unified Decision Process cites this paper.

Bridging Interleaved Multi-Modal Reasoning as a Unified Decision Process Thinking with Generated Images

Reference 8

Resolution
unresolved
no resolver link, observed 2026-07-12T00:14:19.104498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T00:14:19.104498Z digest=sha256:9b2acd16a4e0cefd2caa2e4c36deb94d0043a3a91a4c085e85219fcd8ad81ce9

Observation 705ca317-21e5-4db6-ad7f-2798b656a2ad · inbound

OPLD: On-Policy Latent Distillation for Multimodal Reasoning cites this paper.

OPLD: On-Policy Latent Distillation for Multimodal Reasoning Thinking with Generated Images

Reference 21

Resolution
unresolved
no resolver link, observed 2026-07-31T16:13:17.436811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T16:13:17.436811Z digest=sha256:d29c2482599c2033cb34b03aae062b042b916c14f75b14ff1f20f9c1c702cc64

Observation 83c505a3-8516-404f-bb1d-243a002acfdb · inbound

FaithEyes: Towards Faithful Tool Use via Multi-Agent Process-Image Verification cites this paper.

FaithEyes: Towards Faithful Tool Use via Multi-Agent Process-Image Verification Thinking with Generated Images

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-07-31T14:08:11.168680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T14:08:11.168680Z digest=sha256:4a44220e9f493bbe38a3a0ad0e1244bd77dc976a3d72e8fee7a89ef6e61f0002

Observation d510e1af-4502-462d-be41-78f835eee30a · inbound

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use cites this paper.

VC-Tooler: Learning Compositional and Adaptive Visual Tool Use Thinking with Generated Images

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-04T11:21:31.872842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T11:21:31.872842Z digest=sha256:b64bf489da390ce1c4f83959a205c428cb5892a01b41981c6e2e86470e89b193