Pith. sign in

Paper Citation Record · LEDGER

Thinking with Generated Images

As of 20 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 30 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 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 30 of 30 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:50:16.966520Z

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:09:53.732443Z digest=sha256:96dcfd43b47b5fa8ed9c06878e81e0639e1711f6cff22f99fb609368d7439e9e

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:09:53.884767Z digest=sha256:a64e21b9dab2ca1cc7133f3fde986959139d71de66bca49448a820ff17219bcb

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:09:54.030494Z digest=sha256:f79ae237259d73cb8082d216592b1e66e44a564460ad124dc1b2b69d0350ff62

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:d0c5576834814955b4f5ac3e9f2e927ec4ca9935fc065875ba713f66bc5bfbc1

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:09:51.124088Z digest=sha256:25470738f54b0b2a96c4fa3ae74f4671f70dade9740d587300f1bad2c122433a

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:09:51.318828Z digest=sha256:a2083be987c88b7562d93d4c628faa5c0626691128791d41dbc49cb881405da4

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:09:51.548496Z digest=sha256:3dcfef142f85e4908207ee5bc41e84b33c831825bf46f9d86a113c38e36f5427

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:09:51.655475Z digest=sha256:e6881c1933029c4422018401bcf006f7320a9af2b0d966e86d1c45d4fcf66adf

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:09:51.743575Z digest=sha256:5e12f99c5318279427e63d9c5a6c59c07fa2ba769ea20ceaf7f2589297d95ad3

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:fa57d74a57e33960f4a76184825cae355617222a55101b7bbdee81a019d99c25

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:09:51.946648Z digest=sha256:5120fd3e6c519444dd69bb69cfc6d76c28fb2e0845d6ea6933e5e544fabad547

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:09:52.009247Z digest=sha256:f7c84296ed02ae13a0e08630737c9adcf50961d09422edb9945c7ef7f0e81121

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:eb234204e5ec5fdf0a4efce7d516225bed6cd382eb4261f4839ce046c7448e2b

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:09:52.322784Z digest=sha256:7196e3f404fc8dc9324f9bfb5c46feafff99220548c147544d6231f957015108

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:a652c902abd58b99034e980fd4f8f5f8162b4bedb60f073fff1a5eebb132d374

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:09:52.566204Z digest=sha256:06e02ddd3d542dc04b93a8a4f81c251cd4e336541ccc2014cac47f1d05747ad4

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:09:52.708269Z digest=sha256:f1e6199a9663b31d871aaaf01e6e79658d022e9de8b1e53dac74cd863570c741

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:09:52.943922Z digest=sha256:59f85faaf7684f6577e25250eb6452a311e42164b388c74b52cf99a36c0bf80f

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:cd3b371bf641910db0582ae4f59640d9b8072ef03ab303a0c26c91f4cd89004c

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:a61be05f7b1a08473dbaad1b9129c94992d5693cd57f0bab4a6e9fd9ebc18d53

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:09:53.383882Z digest=sha256:782fc478edcd50ede4ee894c504a66568d9c7a4ad190738a8bf6444f567ba86b

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=sha256:5d20044430219745f6daf57083b21f2df1acc6ec309a6dcd322172f0d6317434

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=sha256:17e7cf344c91b930f2a5337523c19d2c562cc6219740f1932d3ce0001aa5616e

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:09:52.817584Z digest=sha256:8771d09e28775dca4da3a6ec13e75cfa84b46759ba0ece3cff263fc3602e09c4

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T13:09:51.381241Z digest=sha256:e0deb3ceabf592851ee8199c8cc901441a2b05e8c670c7e126fffa3cfc7f8778

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-12T08:40:40.910461Z digest=sha256:2c5d75887206e822dd5a7677fe730329748c27742344eb6fb8ef62b034d51f84

Observation 7a22ccd2-57f9-417f-abdc-e0516d34ac87 · inbound

Learning GUI Grounding with Spatial Reasoning from Visual Feedback cites this paper.

Learning GUI Grounding with Spatial Reasoning from Visual Feedback Thinking with Generated Images

Reference 505

Resolution
unresolved
no resolver link, observed 2026-08-15T15:50:16.966520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:50:16.966520Z digest=sha256:b868646a6a3dcaac09c732bb1cf6b233abc904333933999bf4e54bc47be85505

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:bdaf24ddd7897e79dd70fca429f539cb0d1601869fad0632b3de27a9f86df5f9

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-16T22:57:04.802871Z digest=sha256:6b9b4beae234c9aeb6233068ddea038ec8a6ea6bd450c324b854c7318f7bdf1b

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=sha256:185691ba2d75a2d586c3392dfe6ef0723f12b65b475c8107a52dd159b9121c55

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-16T14:37:05.402850Z digest=sha256:a63e7474f36701faa54b64b398006a282b193521a36c3f0d62ddedca9cfa418d

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=sha256:3ca7247a1f59f3fbc808491cd7eba989b5d1d4eddf44a0517a9d932ec276f622

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-16T03:28:32.264246Z digest=sha256:4efffdaed90b146ee4fd7e5754928f4e785d4f800ce685912f97a1a80508cbcf

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:d71bbe62d48dfb5eb2496c39806c432e8e3a2eb6784bab6b67f2ab22ead33b8d

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:e71baaf58512c33a30aa7f8d4b5972692355404fe33c1327f056693fca98053c

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=sha256:5fee51f468f295590217011e2ef296d9c04185809c6941c01af2469f06ba0fc6

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-10T16:46:36.010169Z digest=sha256:dba40ae25a1d2b95e1b6efef32dac51c31a0c874cc64d7cb04d3f2e628666ab3

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-12T04:38:06.774877Z digest=sha256:502ff36d16bde5b9255f6bbdc152e4feb4dcf3afa15932faafca6d5c6773effd

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-13T07:26:59.917150Z digest=sha256:d294ac87557e4adede8dddc269062a4a8fc497d9691fb5505f20887068e3f323

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-08T14:48:22.805268Z digest=sha256:fcc293844b6a4f84aee15e89b32dda1ba84032c58cffb437e41b344e6088fa60

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-13T07:14:48.918959Z digest=sha256:d25b5188772c16fea572885186275d79355066fb089d88609698eb18d272c123

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-14T21:47:50.595481Z digest=sha256:579ffaba19fa7ec7b7211805a36c2b469913f9a04bfe84820e54c451b2f93296

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-06-28T18:44:39.545911Z digest=sha256:fe8242d05b60ea5c95101181e6461221d111e8bf2f1c7eaf6f6322e6f0bb0d67

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-27T20:06:11.170282Z digest=sha256:aca4233c320f0936493393f590484c204d70ebcd1fcaf89ec71ec3848368369d

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-27T07:43:09.538833Z digest=sha256:bf5615fffcf268f3a577e10d7f401065e4af44a855bf37e0f304c64d97b6de25

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=sha256:3b7bc2e7e5c23e05c17f349749195a1854aba84ecad91a3589be566ee4cbcc0a

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-27T01:34:34.269899Z digest=sha256:94a449a7de066d680b1a8aa67c44f0333c3beebd2221955b503cf31a8e724c51

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-06-25T21:23:10.051805Z digest=sha256:cd20e77e53a453dbd17e0593cb232528d13cf8af326d306560a38df2990b3c05

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-06-26T04:47:59.575489Z digest=sha256:bf6da7e610802421aa484dcfca0e240d92fc64aed31850645ae0c1a0100fc017

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=sha256:1f5cc2381b684d08d10beff28cd4a5b72ae2d6b10597478e99faf0eb8c244f9c

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:e260b3f496cf60d076cd596c625417eefc67011ae374dff1424cf6d2db02cd1e

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=sha256:5bda49a2579ab0eb7a5c215285639f673e23de58f32323576d2ae3ba36710e7c

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=sha256:20894e7c148e36b2ad2c54bc3668444827aeec1f473b9309e68c2f8f6d2253b5

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:d6493e7eed8e1f702e30f9699365cfa7d9ab9355aaa0b6f63513bacb34f4588c

Observation 92f6b92b-d88c-4721-9590-e7152337e8cb · inbound

MIRA: Medical Image Reflection for Agentic Diagnosis cites this paper.

MIRA: Medical Image Reflection for Agentic Diagnosis Thinking with Generated Images

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-12T16:38:14.087914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T16:38:14.087914Z digest=sha256:508a231bb872a379de52ba61baa7faddde69b8c6e72ba432b9ec8e1119de2280