Paper Citation Record · LEDGER

I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models

As of 10 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 4 inbound Pith citation observations for arXiv:2502.10458.

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

pith.paper-citation-record.v1
2502.10458 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T10:24:41.613546Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:30:41.848847Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T07:16:44.528778Z

Reference resolution

15 of 15 outbound references displayed

verified exact0
verified fuzzy2
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 22f885db-7021-4c7d-b4d2-f2e02da7de95 · outbound

This paper cites GPT-4 Technical Report.

I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T10:24:41.549136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ed10bf5-00e1-4e10-b85f-b2740dd74a1c · outbound

This paper cites Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models.

I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T10:24:41.559300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4894015-2a6d-478c-a88c-cf596569162e · outbound

This paper cites Emu: Generative Pretraining in Multimodality.

I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models Emu: Generative Pretraining in Multimodality

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T10:24:41.577917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f3c019a-4926-4b07-9d9f-7d2714d09cc2 · outbound

This paper cites MetaMorph: Multimodal Understanding and Generation via Instruction Tuning.

I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models MetaMorph: Multimodal Understanding and Generation via Instruction Tuning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T10:24:41.582650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 083c57dd-e15a-4e01-b9b9-032256d952e3 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T10:24:41.587655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58444dd7-0d96-4e22-af4f-c55c151bc7b2 · outbound

This paper cites OmniGen: Unified Image Generation.

I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models OmniGen: Unified Image Generation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T10:24:41.592218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89300a6a-ce86-42d5-9296-ee9b39e789eb · outbound

This paper cites SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers.

I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T10:24:41.596545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33892029-21d1-4f12-b64c-54f9cd3d0a5e · outbound

This paper cites X-VILA: Cross-Modality Alignment for Large Language Model.

I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models X-VILA: Cross-Modality Alignment for Large Language Model

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T10:24:41.600967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66aca6c8-bbd4-4ea9-99fd-bb9ff985fd77 · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T10:24:41.605239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb751775-0dc6-4f23-9fda-ee7c7109f809 · outbound

This paper cites Limitation Despite ThinkDiff’s strong performance in reasoning generation tasks, several limitations remain for future work.

I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models Limitation Despite ThinkDiff’s strong performance in reasoning generation tasks, several limitations remain for future work

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:24:41.859449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7f35c36b-0d8d-4518-b496-4576e66c666d · outbound

This paper cites These images are preprocessed using Qwen2-VL, which generates detailed descriptions based on randomly selected text prompts from a predefined set.

I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models These images are preprocessed using Qwen2-VL, which generates detailed descriptions based on randomly selected text prompts from a predefined set

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T10:24:41.843637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2d81f8f4-bbf6-47d5-8c78-f11dd0ff8683 · outbound

This paper cites Kosmos-G: Generating Images in Context with Multimodal Large Language Models.

I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models Kosmos-G: Generating Images in Context with Multimodal Large Language Models

Reference 2011

Resolution: unresolved; no resolver link, observed 2026-08-08T10:24:41.564014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82064ae3-1537-41f5-954b-ed80812f159e · outbound

This paper cites LMFusion: Adapting Pretrained Language Models for Multimodal Generation.

I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models LMFusion: Adapting Pretrained Language Models for Multimodal Generation

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-08T10:24:41.573614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 774753ec-f91e-4c9c-a525-2acc165eaf77 · outbound

This paper cites DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation.

I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-08T10:24:41.568747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45ddc80c-8930-4c48-b240-0512dee2b3da · outbound

This paper cites MUMU: Bootstrapping Multimodal Image Generation from Text-to-Image Data.

I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models MUMU: Bootstrapping Multimodal Image Generation from Text-to-Image Data

Reference 2024

Resolution: metadata mismatch; local_arxiv, observed 2026-08-08T10:24:41.812464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation 6b9f5c38-17bd-4f58-bd65-fb5155828610 · inbound

Fake it till You Make it: Reward Modeling as Discriminative Prediction cites this paper.

Fake it till You Make it: Reward Modeling as Discriminative Prediction I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T00:30:41.848847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdf387b8-c76b-48f7-bc82-8ba6fb216934 · inbound

Canvas3D: Empowering Precise Spatial Control for Image Generation with Constraints from a 3D Virtual Canvas cites this paper.

Canvas3D: Empowering Precise Spatial Control for Image Generation with Constraints from a 3D Virtual Canvas I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-05T22:23:09.762650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78e3f980-ffb4-4779-8a20-f93842855331 · inbound

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

MentisOculi: Revealing the Limits of Reasoning with Mental Imagery I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T05:23:34.601925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7caac5a9-9141-425b-8b35-17869fbb82d9 · inbound

Evaluating Reasoning Fidelity in Visual Text Generation cites this paper.

Evaluating Reasoning Fidelity in Visual Text Generation I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-07-02T07:16:44.531073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.